Sparse Autoencoders for Hypothesis Generation
Paper • 2502.04382 • Published
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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 13 new columns ({'gender', 'speech_id', 'republican', 'speech_char_length', 'nonvoting', 'chunk_id', 'district', 'speaker_name', 'state', 'party', 'speech_text', 'total_chunk_count', 'chamber'}) and 10 missing columns ({'full_topic', 'subjects_top_term', 'label_synthetic', 'date', 'summary', 'tokenized_text_len', 'id', 'tokenized_text', 'topic', 'subtopic'}).
This happened while the json dataset builder was generating data using
hf://datasets/rmovva/HypotheSAEs/congress/train-10sentence-114K.json (at revision 96d654cc7e3c197f496634447dd7e8c858b86c73)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
speech_id: int64
chunk_id: int64
total_chunk_count: int64
republican: int64
speech_text: string
speaker_name: string
chamber: string
state: string
gender: string
party: string
district: double
nonvoting: string
speech_char_length: int64
to
{'id': Value(dtype='string', id=None), 'summary': Value(dtype='string', id=None), 'topic': Value(dtype='string', id=None), 'subtopic': Value(dtype='string', id=None), 'subjects_top_term': Value(dtype='string', id=None), 'date': Value(dtype='int64', id=None), 'tokenized_text': Value(dtype='string', id=None), 'full_topic': Value(dtype='string', id=None), 'tokenized_text_len': Value(dtype='int64', id=None), 'label_synthetic': Value(dtype='int64', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 13 new columns ({'gender', 'speech_id', 'republican', 'speech_char_length', 'nonvoting', 'chunk_id', 'district', 'speaker_name', 'state', 'party', 'speech_text', 'total_chunk_count', 'chamber'}) and 10 missing columns ({'full_topic', 'subjects_top_term', 'label_synthetic', 'date', 'summary', 'tokenized_text_len', 'id', 'tokenized_text', 'topic', 'subtopic'}).
This happened while the json dataset builder was generating data using
hf://datasets/rmovva/HypotheSAEs/congress/train-10sentence-114K.json (at revision 96d654cc7e3c197f496634447dd7e8c858b86c73)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id string | summary string | topic string | subtopic string | subjects_top_term string | date int64 | tokenized_text string | full_topic string | tokenized_text_len int64 | label_synthetic int64 |
|---|---|---|---|---|---|---|---|---|---|
110-S-1556 | Tax Equity for Domestic Partner and Health Plan Beneficiaries Act - Amends the Internal Revenue Code to: (1) extend the exclusion from gross income for employer-provided health care coverage to certain eligible beneficiaries and their dependent children; (2) revise the definition of "dependent" for purposes of the tax ... | Health | Insurance | Taxation | 1,181,088,000,000 | tax equity domestic partner health plan beneficiaries act amends internal revenue code extend exclusion gross income employer provided health care coverage certain eligible beneficiaries dependent children revise definition dependent purposes tax deductions health insurance costs self employed individuals contributions... | Health > Insurance | 578 | 0 |
110-HR-4835 | Media Ownership Act of 2007 - Amends the Telecommunications Act of 1996 to require the Federal Communications Commission (FCC), in changing any of its regulations related to broadcast ownership, to publish notice in the Federal Register for least 90 days, followed by at least 60 days for public comment, followed by at ... | Technology | Broadcast | Science, technology, communications | 1,197,936,000,000 | amends telecommunications act require federal_communications_commission fcc changing regulations related broadcast ownership publish notice followed days public comment followed days reply comments applies requirements changes related broadcast newspaper ownership october requires fcc voting change broadcast newspaper ... | Technology > Broadcast | 982 | 0 |
114-HR-4055 | Hygiene Assistance for Families of Infants and Toddlers Act of 2015
This bill directs the Department of Health and Human Services to make grants to states to conduct demonstration projects to implement and evaluate strategies to help families address the diapering supply needs of eligible children.
Title XI of the So... | Health | Infants and Children | Health | 1,447,804,800,000 | hygiene assistance families infants toddlers act bill directs_the_department_of_health_and_human_services grants states conduct demonstration projects implement evaluate strategies help families address supply needs eligible children title social_security_act amended exempt diaper benefits territorial payment ceiling | Health > Infants and Children | 318 | 0 |
114-HR-3927 | West Coast Ocean Protection Act of 2015
This bill amends the Outer Continental Shelf Lands Act to prohibit the Department of the Interior from issuing a lease for the exploration, development, or production of oil or natural gas in any area of the outer Continental Shelf off the coast of California, Oregon, or Washing... | Energy | Natural Gas & Oil | Energy | 1,446,595,200,000 | west_coast_ocean protection act bill amends outer_continental_shelf_lands_act prohibit department_of_the_interior issuing lease exploration development production oil natural gas area outer continental_shelf coast california oregon washington | Energy > Natural Gas & Oil | 242 | 0 |
112-HR-4870 | Amends the Harmonized Tariff Schedule of the United States to suspend temporarily the duty on certain non-toric shaped polarized materials of more than 80 mm in diameter. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,335,398,400,000 | amends harmonized_tariff schedule united_states suspend temporarily duty certain non toric shaped polarized materials diameter | Foreign Trade > Tariff & Imports | 126 | 1 |
114-HR-409 | Stop Punishing Innocent Americans Act
Reinstates the 10-year statute of limitations period applicable to the collection of amounts paid to Social Security beneficiaries by administrative offset. (This former statute of limitations was repealed effective May 22, 2008.)
Amends title II (Old Age, Survivors and Disabil... | Social Welfare | Elderly Assistance | Social welfare | 1,421,712,000,000 | stop innocent americans act reinstates year statute limitations period applicable collection amounts paid social_security beneficiaries administrative offset statute limitations repealed effective amends title old age survivors disability insurance oasdi social security act ssact respect overpayments oasdi ssact title ... | Social Welfare > Elderly Assistance | 552 | 0 |
112-HR-2388 | Access to Timely Information Act - Deems the submission of information by the Secretary of Veterans Affairs (VA) to the Committee on Veterans' Affairs of either the House of Representatives or the Senate in response to a request by the chairman or ranking member (or designee) of such Committees or of a subcommittee suc... | Government Operations | Bureaucracy | Armed forces and national security | 1,308,873,600,000 | access timely information act deems submission information secretary veterans_affairs house_of_representatives senate response request chairman ranking member designee committees subcommittee committees covered disclosure certain records maintained individuals submitted written request prior written consent individual ... | Government Operations > Bureaucracy | 628 | 0 |
111-HR-2561 | Help Student Soldiers Act - Amends title IV (Student Assistance) of the Higher Education Act of 1965 to waive the application of the requirement that students return title IV funds which were unearned due to their withdrawal from school to students whose withdrawal is necessitated by service in the Armed Forces. Provid... | Education | Higher | Education | 1,242,864,000,000 | help student soldiers act amends title student assistance higher education act waive application requirement students return title funds unearned withdrawal school students withdrawal necessitated service armed_forces provides loan forgiveness federal_family_education_loan direct_loan perkins_loan programs students por... | Education > Higher | 414 | 1 |
114-HR-4210 | This bill amends the Dodd-Frank Wall Street Reform and Consumer Protection Act to: (1) require each voting member of the Financial Stability Oversight Council to testify at least twice each year before the House Financial Services Committee and the Senate Banking, Housing, and Urban Affairs Committee if invited to do s... | Domestic Commerce | Banking | Finance and financial sector | 1,449,705,600,000 | bill amends dodd frank wall street reform consumer protection act require voting member financial_stability_oversight_council testify twice year invited permit members congress serve committees attend council meetings regardless meetings open public year council member fails testify twice committee invited | Domestic Commerce > Banking | 307 | 0 |
111-HR-4283 | Transparency and Integrity in Corporate Monitoring Act of 2009 - Prohibits United States attorneys or assistant United States attorneys who participate in the investigation or prosecution of an organization for a criminal offense for which a deferred prosecution or nonprosecution agreement is made from acting as or wor... | Government Operations | Employees | Crime and law enforcement | 1,260,489,600,000 | transparency integrity corporate monitoring act prohibits united_states attorneys assistant united_states attorneys participate investigation prosecution organization criminal offense deferred prosecution agreement acting working specified period time service corporate monitors selected oversee implementation agreement... | Government Operations > Employees | 409 | 0 |
111-S-1910 | Amends the Harmonized Tariff Schedule of the United States to extend the temporary suspension of duty on calcium chloride phosphor activated by manganese and antimony. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,256,515,200,000 | amends harmonized_tariff schedule united_states extend temporary suspension duty calcium chloride phosphor activated manganese antimony | Foreign Trade > Tariff & Imports | 135 | 1 |
112-HR-5470 | Amends the Harmonized Tariff Schedule of the United States to suspend temporarily the duty on polycrystalline alumina tubes and shaped bodies designed for high intensity discharge (HID) lamps. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,336,348,800,000 | amends harmonized_tariff schedule united_states suspend temporarily duty polycrystalline tubes shaped bodies designed high intensity discharge hid lamps | Foreign Trade > Tariff & Imports | 152 | 1 |
111-HR-4726 | North Los Angeles County Water Recycling Act of 2010 - Amends the Reclamation Wastewater and Groundwater Study and Facilities Act to authorize the Secretary of the Interior, in cooperation with the County of Los Angeles Department of Public Works and Waterworks District No. 40, to participate in the design, planning, a... | Public Lands | Water Resources | Water resources development | 1,267,488,000,000 | amends reclamation wastewater groundwater_study facilities act authorize secretary interior cooperation participate design planning construction regional water recycling project limits federal share project cost | Public Lands > Water Resources | 211 | 0 |
114-HR-294 | Long-Term Care Veterans Choice Act
(Sec. 2) Authorizes the Department of Veterans Affairs (VA), during the three-year period beginning on October 1, 2015, at the request of a veteran for whom the VA is required to provide nursing home care, to place such veteran in a medical foster home that meets VA standards. Requir... | Health | Long-term Care | Armed forces and national security | 1,421,107,200,000 | long-term_care veterans choice act sec authorizes department veterans affairs year period beginning october request veteran required provide nursing home care place veteran medical foster home meets standards requires veteran agree condition placement accept home health services limits number veterans placed medical fo... | Health > Long-term Care | 449 | 0 |
114-HR-3180 | Flexible Pell Grant for 21st Century Students Act
This bill amends title IV (Student Assistance) of the Higher Education Act of 1965 to allow an eligible student to receive more than one Federal Pell Grant award in a single award year.
An eligible student is a student who: (1) has already received a Pell Grant during... | Education | Higher | Education | 1,437,609,600,000 | flexible pell grant 21st century students act bill amends title student assistance higher education act allow eligible student receive federal pell grant award single award year eligible student student received pell_grant award year enrolled eligible program additional payment periods summer term award year continues ... | Education > Higher | 890 | 1 |
111-HR-3054 | Sunshine in the Courtroom Act of 2009 - Authorizes the presiding judge of a U.S. appellate court or U.S. district court to permit the photographing, electronic recording, broadcasting, or televising to the public of court proceedings over which that judge presides, except when such action would constitute a violation o... | Law and Crime | Court Administration | Law | 1,245,888,000,000 | sunshine courtroom act authorizes presiding judge appellate court district court permit photographing electronic recording broadcasting televising public court proceedings judge presides action constitute violation process rights party directs district court request witness trial proceeding party order face voice witne... | Law and Crime > Court Administration | 655 | 0 |
110-HR-4177 | Airport Security Enhancement Act of 2007 - Amends federal transportation law to authorize the Assistant Secretary of Homeland Security (Transportation Security Administration) to: (1) designate certain airport areas (tarmacs, aircraft, baggage handling areas, baggage loading areas, and such other areas as the Assistant... | Transportation | Air Travel | Transportation and public works | 1,194,998,400,000 | airport security enhancement act amends federal transportation law authorize assistant secretary homeland_security transportation_security_administration designate certain airport areas aircraft baggage handling areas baggage loading areas areas assistant secretary determines appropriate issue badge authorizing certain... | Transportation > Air Travel | 470 | 0 |
111-HR-4013 | Amends the Internal Revenue Code to allow a five-year carryback of net operating losses, including the operating losses of life insurance companies, incurred in 2008 and 2009. Denies such extended loss carryover period to: (1) taxpayers in whom the federal government acquires an equity interest under the Emergency Econ... | Macroeconomics | Tax Code | Taxation | 1,257,206,400,000 | amends internal revenue code allow year carryback net operating losses including operating losses life insurance companies incurred denies extended loss carryover period taxpayers federal government acquires equity interest emergency_economic_stabilization_act federal_national_mortgage_association fannie_mae federal_ho... | Macroeconomics > Tax Code | 484 | 1 |
113-S-1320 | Military Reserve Jobs Act of 2013 - Grants hiring preferences for federal employment to members of a reserve component of the Armed Forces who: (1) have successfully completed officer candidate training or entry level and skill training and have incurred, or are performing, a 6-year commitment with a reserve component ... | Defense | Reserve Forces | Government operations and politics | 1,374,105,600,000 | military reserve jobs act grants hiring preferences federal employment members reserve component armed_forces successfully completed officer candidate training entry level skill training incurred performing year commitment reserve component point preference completed years service reserve component earned retirement po... | Defense > Reserve Forces | 454 | 0 |
113-S-2280 | Authorizes TransCanada Keystone Pipeline, L.P. to construct, connect, operate, and maintain the pipeline and cross-border facilities specified in an application filed by TransCanada Corporation to the Department of State on May 4, 2012.
Deems the Final Supplemental Environmental Impact Statement regarding the pipeline... | Energy | Natural Gas & Oil | Energy | 1,398,902,400,000 | authorizes transcanada keystone pipeline construct connect operate maintain pipeline cross border facilities specified application filed transcanada_corporation department_of_state deems final supplemental environmental impact statement pipeline issued secretary state january fully satisfy national_environmental_policy... | Energy > Natural Gas & Oil | 752 | 0 |
111-HR-4205 | Amends the Heartland Disaster Tax Relief Act of 2008 to extend through 2010 provisions of such Act allowing residents of the Midwestern disaster area to: (1) use amounts from tax-exempt retirement accounts without a tax penalty to purchase a new principal residence or repair an existing one; (2) recontribute amounts wi... | Domestic Commerce | Disaster Relief | Taxation | 1,259,798,400,000 | amends disaster tax relief_act extend provisions act allowing residents disaster area use amounts tax exempt retirement accounts tax penalty purchase new principal residence repair existing recontribute amounts withdrawn purposes accounts exclude gross income income resulting cancellation mortgage indebtedness incurred... | Domestic Commerce > Disaster Relief | 334 | 0 |
114-HR-2350 | Children of Fallen Heroes Scholarship Act
This bill amends the Higher Education Act of 1965 to eliminate the expected family contribution (EFC) used to determine financial need in the case of a Pell Grant-eligible student whose parent or guardian died in the line of duty as a police officer, firefighter, or other publ... | Education | Higher | Education | 1,431,648,000,000 | scholarship act bill amends higher education act eliminate expected family contribution determine financial need case student parent guardian died line duty police officer firefighter public safety officer student eligible receive automatic zero qualify maximum pell_grant award student years old enrolled institution hi... | Education > Higher | 361 | 1 |
114-HR-5133 | Rural Hospital Enhancement and Long Term Health Act of 2016
This bill revises the Consolidated Farm and Rural Development Act by increasing the maximum grant amount for hospitals under the community facilities grant program. The Department of Health and Human Services (HHS) may not condition grants on the inability of... | Health | Health Care Reform | Health | 1,461,888,000,000 | rural hospital enhancement long term health act bill revises consolidated_farm rural_development act increasing maximum grant hospitals community facilities grant program department_of_health_and_human_services hhs condition grants inability applicants finance projects bill amends public_health_service_act reauthorizin... | Health > Health Care Reform | 513 | 0 |
110-HR-3100 | Import Safety Act of 2007 - Amends the Federal Food, Drug, and Cosmetic Act to increase civil monetary penalties for introducing into interstate commerce or delivering for introduction into interstate commerce food that is adulterated. Authorizes additional appropriations for the examination by the Secretary of Health ... | Domestic Commerce | Consumer Safety | Commerce | 1,184,803,200,000 | import safety act amends cosmetic act increase civil monetary penalties introducing interstate commerce delivering introduction interstate commerce food adulterated authorizes additional appropriations examination secretary health_and_human_services processed food imported offered import united_states amends consumer p... | Domestic Commerce > Consumer Safety | 575 | 0 |
110-S-3418 | State Video Tax Fairness Act of 2008 - Prohibits any state from imposing a discriminatory tax on any means of providing multichannel video programming distribution services, including Internet protocol technology (or any successor protocol), direct broadcast satellite delivery, and cable television services. Defines a ... | Civil Rights | Right to Privacy | Science, technology, communications | 1,217,548,800,000 | prohibits state imposing discriminatory tax means providing multichannel video programming distribution services including internet protocol technology successor protocol direct broadcast satellite delivery cable television services defines tax discriminatory net tax imposed means providing multichannel video service h... | Civil Rights > Right to Privacy | 386 | 0 |
112-HR-1362 | Requires the Secretary of the Treasury to transfer to the Secretary of Defense (DOD), and the Secretary of Homeland Security (DHS) in the case of the Coast Guard, amounts necessary to provide pay and allowances to members of the Armed Forces, including the reserves, who perform active service during any funding gap dur... | Defense | Personnel Issues | Armed forces and national security | 1,301,875,200,000 | requires secretary treasury transfer secretary defense dod secretary homeland_security dhs case coast_guard amounts necessary provide pay allowances members armed_forces including reserves perform active service funding gap fy2011 interim year appropriations military personnel accounts enacted requires members continue... | Defense > Personnel Issues | 412 | 1 |
110-HR-4111 | Preserving Crime Victims' Restitution Act of 2007 - Amends the federal criminal code to establish guidelines for cases in which a defendant in a criminal prosecution dies prior to the final adjudication of guilt. Sets forth rules for restitution to victims, appeals, motions, petitions, and civil forfeiture in such case... | Law and Crime | Criminal & Civil Code | Crime and law enforcement | 1,194,393,600,000 | preserving crime victims restitution act amends federal criminal code establish guidelines cases defendant criminal prosecution dies prior final adjudication sets forth rules restitution victims appeals motions petitions civil forfeiture cases provides general rule death defendant convicted federal criminal offense sha... | Law and Crime > Criminal & Civil Code | 499 | 0 |
114-HR-6195 | Free Speech Fairness Act
This bill amends the Internal Revenue Code to permit a tax-exempt organization to make certain statements related to a political campaign without losing its tax-exempt status. An organization may not lose its tax-exempt status under section 501(c)(3) or be deemed to have participated in, or i... | Government Operations | Political Campaigns | Taxation | 1,475,020,800,000 | free speech fairness act bill amends internal_revenue_code permit tax exempt organization certain statements related political campaign losing tax exempt status organization lose tax exempt status section deemed participated political campaign behalf opposition candidate public office solely content statement ordinary ... | Government Operations > Political Campaigns | 452 | 0 |
113-HR-4445 | Improving Care for Vulnerable Older Citizens through Workforce Advancement Act of 2014 - Amends the Older Americans Act of 1965 to direct the Assistant Secretary of Aging to carry out a program awarding grants to eligible entities to carry out six separate demonstration projects that focus on care coordination and serv... | Health | Long-term Care | Health | 1,397,088,000,000 | improving care vulnerable older citizens workforce advancement act amends older americans act direct assistant secretary aging carry program awarding grants eligible entities carry separate demonstration projects focus care coordination service delivery older individuals chronic illness risk institutional placement des... | Health > Long-term Care | 587 | 0 |
114-S-2346 | Emergency Citrus Disease Response Act
This bill amends the Internal Revenue Code to allow a full deduction in the current taxable year of the cost of replanting lost or damaged citrus plants. The taxpayer must own an equity interest of at least 50% in such replanted plants and may deduct costs paid or incurred throug... | Agriculture | Subsidies to Farmers | Taxation | 1,449,014,400,000 | emergency citrus disease response act bill amends internal_revenue_code allow deduction current taxable year cost replanting lost damaged citrus plants taxpayer equity interest plants deduct costs paid incurred | Agriculture > Subsidies to Farmers | 210 | 0 |
112-S-3449 | China Fair Trade Act of 2012 - Amends the Trade Agreements Act of 1979 to provide that certain exceptions and waivers to the prohibition on the procurement of the products of a country that is not a party to the Agreement on Government Procurement shall not apply with respect to the procurements of products or services... | International Affairs | Specific Country | Foreign trade and international finance | 1,343,260,800,000 | amends trade agreements act provide certain exceptions waivers prohibition procurement products country party agreement government procurement shall apply respect procurements products services amends buy_american_act declare certain exceptions act requiring materials public use shall apply procurement chinese products... | International Affairs > Specific Country | 964 | 0 |
111-HR-3480 | Bear Protection Act of 2009 - Prohibits any person from: (1) importing bear viscera into, or exporting it from, the United States; or (2) selling bear viscera, bartering, offering it for sale or barter, or purchasing, possessing, transporting, delivering, or receiving it in interstate or foreign commerce. Subjects pers... | Foreign Trade | Tariff & Imports | Animals | 1,248,998,400,000 | prohibits person importing bear exporting united_states selling bear offering sale barter purchasing possessing transporting delivering receiving interstate foreign commerce subjects persons violate prohibitions specified penalties waives prohibition wildlife law enforcement purposes valid permit issued requires secret... | Foreign Trade > Tariff & Imports | 740 | 1 |
110-S-1210 | Drug Endangered Children Act of 2007- Amends the USA PATRIOT Improvement and Reauthorization Act of 2005 to extend the grant program for drug-endangered children through FY2009. | Law and Crime | Family Issues | Crime and law enforcement | 1,177,459,200,000 | drug endangered children act extend grant program drug endangered children fy2009 | Law and Crime > Family Issues | 81 | 0 |
112-HR-4260 | Adjusting for Income Disparity Act of 2012 - Amends the Internal Revenue Code to allow an individual taxpayer a new tax credit to compensate for income disparity. Sets the amount of such credit at the applicable credit amount ($2,500 to $5,000) reduced by a specified percentage (3 1/3% to 6 2/3%) of the excess of the t... | Macroeconomics | Tax Code | Taxation | 1,332,720,000,000 | adjusting income disparity act amends internal revenue code allow individual taxpayer new tax credit compensate income disparity sets credit applicable credit reduced specified percentage excess taxpayer modified adjusted gross income specified threshold based number taxpayer dependents accelerates december currently d... | Macroeconomics > Tax Code | 510 | 1 |
114-HR-4455 | This bill permits foreign aircraft to provide and sustain air commerce in American Samoa between the islands of Tutuila and Manu'a. | Public Lands | Dependencies & Territories | Transportation and public works | 1,454,457,600,000 | bill permits foreign aircraft provide sustain air commerce american_samoa islands | Public Lands > Dependencies & Territories | 81 | 0 |
110-HR-3443 | Drawback Simplification Act of 2007 - Amends the Tariff Act of 1930 to revise eligibility requirements for the drawback (refund) of duties on merchandise exported from the United States. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,186,099,200,000 | drawback simplification act amends tariff act revise eligibility requirements drawback refund duties merchandise exported united_states | Foreign Trade > Tariff & Imports | 135 | 1 |
111-HR-489 | Strategic Communication Act of 2009 - Directs the Secretary of State to solicit from tax-exempt national security and foreign policy research organizations offers to establish a Center for Strategic Communication, and select one organization to establish such Center. Includes among Center duties: (1) provision of infor... | Government Operations | Bureaucracy | International affairs | 1,231,804,800,000 | strategic communication act directs secretary state solicit tax exempt national security foreign policy research organizations offers establish select organization establish center includes center duties provision information analysis department_of_state department_of_defense dod department_of_justice department_of_hom... | Government Operations > Bureaucracy | 630 | 0 |
114-HR-6455 | Energizing American Maritime Act
This bill amends: (1) the Natural Gas Act to direct the Department of Energy to require specified percentages of liquefied natural gas exports to be transported on vessels documented under U.S. law, and (2) the Consolidated Appropriations Act, 2016 to direct the President to require sp... | Transportation | Maritime | Energy | 1,481,068,800,000 | american maritime act bill amends natural gas act direct department_of_energy require specified percentages liquefied natural gas exports transported vessels documented law consolidated_appropriations_act direct president require specified percentages crude oil exports transported vessels documented law | Transportation > Maritime | 304 | 0 |
113-S-541 | Safeguard American Food Exports Act of 2013 - Amends the Federal Food, Drug, and Cosmetic Act to deem equine (horses and other members of the equidae family) parts to be an unsafe food additive or animal drug.
Prohibits the knowing sale or transport of equines or equine parts in interstate or foreign commerce for pur... | Health | Disease Prevention | Agriculture and food | 1,363,046,400,000 | amends cosmetic act deem equine horses members family parts unsafe food additive animal drug prohibits knowing sale transport equines equine parts interstate foreign commerce purposes human consumption | Health > Disease Prevention | 201 | 0 |
112-HR-292 | Requires the Public Printer to make bills and resolutions available for the use of offices of Members of Congress only in an electronic format accessible through the Internet. | Government Operations | Branch Relations | Congress | 1,294,790,400,000 | requires public printer bills resolutions available use offices members congress electronic format accessible internet | Government Operations > Branch Relations | 118 | 0 |
112-HR-5679 | Amends the Harmonized Tariff Schedule of the United States to extend the temporary suspension of duty on mixtures of 5-methyl-5-(4-phenoxyphenyl)-3- (phenyl-amino)-2,4-oxazolidinedione](famoxadone), 2-cyano-N-[(ethylamino)- carbonyl]-2-(methoxyimino)acetamide (Cymoxanil) and application adjuvants. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,336,521,600,000 | amends harmonized_tariff schedule united_states extend temporary suspension duty mixtures phenyl application adjuvants | Foreign Trade > Tariff & Imports | 118 | 1 |
114-HR-4907 | Grow Philanthropy Act of 2016
This bill amends the Internal Revenue Code to exclude from the gross income of an individual who is at least 70-1/2 years of age up to $100,000 in distributions from an individual retirement plan to a donor-advised fund.
(A donor-advised fund is a fund or account that is separately ident... | Labor | Employee Benefits | Taxation | 1,460,419,200,000 | bill amends internal_revenue_code exclude gross income individual years age distributions individual retirement plan donor advised fund donor advised fund fund account separately identified reference contributions donor donors account owned controlled sponsoring charitable organization donor retains advisory privileges... | Labor > Employee Benefits | 366 | 0 |
114-S-2471 | 401(Kids) Education Savings Account Modernization Act of 2016
This bill amends the Internal Revenue Code to: (1) limit the requirement for an income-based reduction in allowable contributions to a Coverdell education savings account to an individual who is the custodial parent of an account beneficiary (thus exempting... | Education | Higher | Taxation | 1,453,939,200,000 | education savings account modernization act bill amends internal_revenue_code limit requirement income based reduction allowable contributions coverdell education savings account individual custodial parent account beneficiary exempting non beneficiary reduction increase annual contribution limit accounts allow use acc... | Education > Higher | 571 | 1 |
113-HR-2459 | Protect Overnight Delivery Act - Repeals the service standards for market-dominant products implemented by the U.S. Postal Service (USPS) on July 1, 2012, and directs USPS to reinstate the service standards that were in effect on December 31, 2011. | Government Operations | Postal Service | Government operations and politics | 1,371,686,400,000 | protect overnight delivery act repeals service standards market dominant products implemented usps july directs usps reinstate service standards effect december | Government Operations > Postal Service | 160 | 0 |
114-S-1461 | (This measure has not been amended since it was reported to the Senate on July 30, 2015. The summary of that version is repeated here.)
(Sec. 1) This bill requires the Department of Health and Human Services to continue to instruct Medicare contractors not to enforce requirements for direct physician supervision of ou... | Health | Medical Facilities | Health | 1,432,252,800,000 | measure amended reported senate july summary version repeated sec bill requires department_of_health_and_human_services continue instruct medicare contractors enforce requirements direct physician supervision outpatient therapeutic services critical access small rural hospitals | Health > Medical Facilities | 278 | 0 |
111-HR-2811 | Amends the federal criminal code to add the Burmese Python of the species Python molurus bivittatus and the African Rock Python of the species Python sebae to the list of injurious species that are prohibited from being shipped or imported into the United States. | Environment | Species & Forest | Crime and law enforcement | 1,244,592,000,000 | amends federal criminal code add burmese species species list injurious species prohibited shipped imported united_states | Environment > Species & Forest | 121 | 0 |
114-S-1588 | Mental Health in Schools Act of 2015
Amends the Public Health Service Act to revise a community children and violence program to assist local communities and schools in applying a public health approach to mental health services, including by: (1) revising eligibility requirements for a grant, contract, or cooperative... | Education | Elementary & Secondary | Health | 1,434,412,800,000 | mental health schools act amends public_health_service_act revise community children violence program assist local communities schools applying public health approach mental health services including revising eligibility requirements grant contract cooperative agreement providing comprehensive school mental health prog... | Education > Elementary & Secondary | 926 | 0 |
110-S-1705 | Nuclear Terrorism Prevention Act of 2007 - Expresses the sense of Congress: (1) that the President should make the prevention of a nuclear terrorist attack on the United States of the highest priority; and (2) regarding appropriate steps to prevent nuclear terrorism.Directs the President to designate an individual to s... | International Affairs | Terrorism | International affairs | 1,182,902,400,000 | nuclear terrorism prevention act expresses sense congress president prevention nuclear terrorist attack united_states highest priority appropriate steps prevent nuclear terrorism directs president designate individual serve executive_office president senior advisor president states policy possible steps taken ensure nu... | International Affairs > Terrorism | 903 | 0 |
113-HR-4836 | Prohibits the transfer to, or release in, the United States of any unprivileged enemy belligerent who is in the custody or under the effective control of the Department of Defense (DOD) or any other federal entity.
Specifies that an "unprivileged enemy belligerent": (1) includes any individual (other than a member of ... | International Affairs | Terrorism | Armed forces and national security | 1,402,444,800,000 | prohibits transfer release united_states unprivileged enemy belligerent custody effective control department_of_defense dod federal entity specifies unprivileged enemy belligerent includes individual member armed_forces detention united_states_naval_station guantanamo_bay cuba excludes citizen engaged hostilities unite... | International Affairs > Terrorism | 364 | 0 |
112-HR-2788 | Competitive Elections Act of 2011 - Amends the Federal Election Campaign Act of 1971 to prohibit an authorized committee of a candidate for election to the U.S. Senate or the House of Representatives from making any expenditure of funds in support of the candidate's election campaign that were not deposited in the comm... | Government Operations | Political Campaigns | Government operations and politics | 1,312,156,800,000 | competitive elections act amends federal election campaign act prohibit authorized committee candidate election house_of_representatives making expenditure funds support candidate election campaign deposited committee account election cycle office involved makes exception prohibition candidates facing certain opponents... | Government Operations > Political Campaigns | 383 | 0 |
113-HR-3191 | Expanding Opportunities to Underserved Businesses Act - Amends the Small Business Act to increase from $50,000 to $75,000 the maximum loan amount under the Small Business Administration (SBA) microloan program (loans to start-up, newly established, or growing small businesses). | Domestic Commerce | Small Businesses | Commerce | 1,380,153,600,000 | expanding opportunities underserved businesses act amends small business act increase maximum loan small_business_administration sba microloan program loans start newly established growing small businesses | Domestic Commerce > Small Businesses | 205 | 0 |
114-HR-4485 | Fairness in Public Housing Act of 2016
This bill amends the United States Housing Act of 1937 to require public housing agencies to terminate the tenancy of families residing in public housing that have an income exceeding 125% of the area median income. The bill allows an exception to this requirement if, at the tim... | Housing | Low-Income Assistance | Housing and community development | 1,454,544,000,000 | fairness public housing act bill amends united_states housing act require public housing agencies terminate tenancy families residing public housing income exceeding area median income bill allows exception requirement time termination families waiting list applying public housing administered agency | Housing > Low-Income Assistance | 301 | 0 |
114-HR-1097 | Ban Insider Trading Act of 2015
This bill amends the Securities Exchange Act of 1934 to make it unlawful to purchase or sell any security, or securities-based swap agreement, that is based upon information that the person knows (or should know) is material inside information.
"Inside information" is defined as inform... | Domestic Commerce | Securities & Commodities | Finance and financial sector | 1,424,908,800,000 | ban insider trading act bill amends securities_exchange_act unlawful purchase sell security securities based swap agreement based information person knows know material inside information inside information defined information nonpublic obtained illegally directly indirectly issuer expects confidentiality legitimate bu... | Domestic Commerce > Securities & Commodities | 700 | 0 |
114-HR-6485 | Improving Care for Vulnerable Older Citizens through Workforce Advancement Act of 2016
This bill amends the Older Americans Act of 1965 to direct the Administration on Aging to carry out a program awarding grants to eligible entities to carry out six separate demonstration projects that focus on care coordination an... | Health | Long-term Care | Social welfare | 1,481,155,200,000 | improving care vulnerable older citizens workforce advancement act bill amends older americans act direct administration_on_aging carry program awarding grants eligible entities carry separate demonstration projects focus care coordination service delivery older individuals chronic illness risk institutional placement ... | Health > Long-term Care | 590 | 0 |
111-HR-5118 | Flint Hills Preservation Act - Amends the Clean Air Act to require states and the Administrator of the Environmental Protection Agency (EPA), in determining whether an exceedance or violation of a national ambient air quality standard has occurred with respect to a specific air pollutant, to exclude data from a particu... | Environment | Air Pollution | Environmental protection | 1,271,894,400,000 | preservation act amends clean air act require states administrator environmental_protection_agency epa determining violation national ambient air quality standard occurred respect specific air pollutant exclude data particular air quality monitoring location emissions prescribed fires cause concentration air pollutant ... | Environment > Air Pollution | 992 | 0 |
113-S-2168 | Small Business Stability Act - Amends the Internal Revenue Code to modify the definition of "applicable large employer," for purposes of the mandate under the Patient Protection and Affordable Care Act to provide employees with minimum essential health care coverage, to mean an employer who employed an average of at le... | Health | Health Care Reform | Taxation | 1,395,878,400,000 | small business stability act amends_the_internal_revenue_code modify definition applicable large employer purposes mandate patient_protection affordable care act provide employees minimum essential health_care coverage mean employer employed average currently time employees preceding calendar year | Health > Health Care Reform | 298 | 0 |
110-HR-6611 | Strengthen American Manufacturers Act of 2008 - Amends the Internal Revenue Code to: (1) make permanent the tax credit for increasing research activities; (2) increase to 20% the rate of the alternative simplified tax credit for research expenses; (3) make permanent the increased expensing allowance for depreciable bus... | Macroeconomics | Tax Code | Taxation | 1,216,857,600,000 | strengthen american manufacturers act amends internal revenue code permanent tax credit increasing research activities increase rate alternative simplified tax credit research expenses permanent increased expensing allowance depreciable business property reduce maximum income tax rate corporations directs comptroller g... | Macroeconomics > Tax Code | 501 | 1 |
111-S-3513 | Bonus Depreciation Extension to Create Jobs Act - Amends the Internal Revenue Code to extend through 2011 the additional 50% depreciation allowance for investment property, including computer software, water utility property, and qualified leasehold improvement property, which has a recovery period of 20 years of less. | Macroeconomics | Tax Code | Taxation | 1,277,078,400,000 | create jobs act amends internal revenue code extend additional depreciation allowance investment property including computer software water utility property qualified leasehold improvement property recovery period years | Macroeconomics > Tax Code | 219 | 1 |
111-S-1460 | Building Student Success Act of 2009 - Amends the Higher Education Act of 1965 to direct the Secretary of Education to allot matching grants to states so each can fund: (1) a comprehensive effort by an experienced nonprofit or public entity to assist selected open enrollment institutions (community colleges or institut... | Education | Higher | Education | 1,247,702,400,000 | building student success act amends higher education act direct secretary education allot matching grants states fund comprehensive effort experienced nonprofit public entity assist selected open enrollment institutions community colleges institutions higher education accept student applies admission devising implement... | Education > Higher | 537 | 1 |
110-S-1291 | Wind Energy Development Act of 2007 or the WEnD Act - Amends the Internal Revenue Code to: (1) extend through 2012 the tax credit for production of electricity from certain renewable resources; (2) modify the inflation adjustment applicable to such credit; (3) extend through 2012 the tax credit for holders of clean ren... | Energy | Alternative & Renewable | Taxation | 1,178,150,400,000 | wind energy development act act amends internal revenue code extend tax credit production electricity certain renewable resources modify inflation adjustment applicable credit extend tax credit holders clean renewable energy bonds increase limitation bonds authorized issuance set forth allocations bond amounts certain ... | Energy > Alternative & Renewable | 328 | 0 |
114-S-2351 | Securing Fairness in Regulatory Timing Act of 2015
This bill amends title XVIII (Medicare) of the Social Security Act to extend from 45 days to 60 days the annual notice period for the announcement of payment rates under Medicare Advantage (MA). MA organizations shall have at least 30 days to comment on proposed chang... | Health | Insurance Providers | Health | 1,449,100,800,000 | securing fairness regulatory timing act bill amends title xviii medicare social security act extend days days annual notice period announcement payment rates medicare_advantage organizations shall days comment proposed changes | Health > Insurance Providers | 226 | 0 |
112-S-771 | Tribal Gaming Eligibility Act - Amends the Indian Gaming Regulatory Act to place restrictions on the conduct of gaming on lands taken into trust for an Indian tribe after October 17, 1988, as part of the settlement of a land claim, initial reservation of a newly recognized tribe, or restoration of lands for a tribe tha... | Public Lands | Indigenous Affairs | Native Americans | 1,302,220,800,000 | indian gaming regulatory act place restrictions conduct gaming lands taken trust indian tribe october settlement land claim initial reservation newly recognized tribe restoration lands tribe federal recognition restored prohibits gaming lands specified exceptions secretary interior determines land eligible gaming tribe... | Public Lands > Indigenous Affairs | 538 | 0 |
112-S-1849 | Rural Veterans Health Care Improvement Act - Requires the Director of the Office of Rural Health of the Veterans Health Administration of the Department of Veterans Affairs (VA) to develop and transmit to Congress a five-year strategic plan for improving access to, and the quality of, health care services for veterans ... | Health | Health Care Reform | Armed forces and national security | 1,320,883,200,000 | rural veterans health_care improvement act_-_requires director office rural health veterans_health_administration department_of_veterans_affairs develop transmit congress year strategic plan improving access quality health_care services veterans rural areas | Health > Health Care Reform | 257 | 0 |
110-S-1212 | Clinical Social Work Medicare Equity Act of 2007 - Amends title XVIII (Medicare) of the Social Security Act to exclude clinical social worker services from coverage under the Medicare skilled nursing facility prospective payment system (thus permitting direct payment under the Medicare program for clinical social worke... | Health | Long-term Care | Health | 1,177,459,200,000 | medicare equity act amends title xviii medicare social security act exclude clinical social worker services coverage medicare skilled nursing facility prospective payment system permitting direct payment medicare program clinical social worker services provided residents skilled nursing facilities | Health > Long-term Care | 298 | 0 |
113-HR-5683 | (This measure has not been amended since it was introduced. The summary of that version is repeated here.)
Ensuring Access to Justice for Claims Against the United States Act - Amends the federal judicial code with respect to the jurisdiction of federal courts over civil actions pending in, or on appeal from, the U.S.... | Law and Crime | Court Administration | Law | 1,415,750,400,000 | measure amended introduced summary version repeated ensuring access justice claims united states act amends federal judicial code respect jurisdiction federal courts civil actions pending appeal plaintiff pending federal court civil action includes claim united_states agency officer united_states arising set operative ... | Law and Crime > Court Administration | 658 | 0 |
114-S-3340 | Respectful Interment for Passing Veterans Act of 2016
This bill requires the Department of Veterans Affairs (VA) to enter into a contract with at least one funeral home near each VA medical center for the expeditious provision of burial and funeral services for deceased veterans:
who at the time of death were in rec... | Defense | Personnel Issues | Armed forces and national security | 1,473,897,600,000 | passing veterans act bill requires department_of_veterans_affairs enter contract funeral home near medical center expeditious provision burial funeral services deceased veterans time death receipt compensation pension respect determines kin person claiming body insufficient resources cover burial funeral expenses estab... | Defense > Personnel Issues | 691 | 1 |
110-S-1569 | Veterans Advocacy Act of 2007 - Directs the Secretary of Veterans Affairs to carry out a program to assess the feasibility and advisability of utilizing legal entities to provide legal services to assist veterans and members of the Armed Forces in applying for and receiving health care, benefits, and services. Requires... | Health | Insurance | Armed forces and national security | 1,181,174,400,000 | veterans directs secretary veterans_affairs carry program assess feasibility advisability utilizing legal entities provide legal services assist veterans members armed_forces applying receiving health care benefits services requires secretary award grants legal entities provide services limits grant duration year | Health > Insurance | 314 | 0 |
111-S-1570 | Elimination of Double Subsidies for the Hardrock Mining Industry Act of 2009 - Amends the Internal Revenue Code to disallow the percentage depletion allowance for hardrock mines located on land currently subject to the general mining laws, or on land patented under such laws. Establishes in the Treasury the Abandoned M... | Macroeconomics | Tax Code | Taxation | 1,249,344,000,000 | amends internal revenue code disallow percentage depletion allowance hardrock mines located land currently subject general mining laws land patented laws establishes treasury appropriates fund amounts equal additional revenues received disallowance depletion allowance hardrock mines act prescribes guidelines fund shall... | Macroeconomics > Tax Code | 476 | 1 |
114-HR-3197 | Protecting Life and Taxpayers Act of 2015
This bill prohibits federal funding of an entity unless the entity certifies that, during the period of funding, the entity will not perform, and will not provide funds to any other entity that performs, an abortion, except in cases of rape or incest or where a physical condit... | Civil Rights | Right to Privacy | Health | 1,437,609,600,000 | taxpayers act bill prohibits federal funding entity entity certifies period funding entity perform provide funds entity performs abortion cases rape incest physical condition endangers woman life abortion performed applies hospital hospital funds non hospital entity performs abortions | Civil Rights > Right to Privacy | 285 | 0 |
110-HR-6062 | Personal Lines of Insurance Fairness Act of 2008 - Amends the Fair Credit Reporting Act to prohibit a consumer reporting agency from furnishing to any person, and any person from using or obtaining, either a consumer report or consumer information for use in making any decision to underwrite or rate any personal lines ... | Domestic Commerce | Consumer Finance | Finance and financial sector | 1,210,809,600,000 | personal lines insurance fairness act amends fair credit reporting act prohibit consumer reporting agency furnishing person person obtaining consumer report consumer information use making decision underwrite rate personal lines insurance exempts prohibition insurance information derived specified data bases including ... | Domestic Commerce > Consumer Finance | 364 | 0 |
110-HR-2018 | Disaster Surety Bond Enhancement Act of 2007 - Permits the Administrator of the Small Business Administration (SBA), for any federal procurement related to a major disaster, to prescribe, guarantee, and enter into commitments to guarantee any surety against loss resulting from the breach of a bond by a principal on any... | Domestic Commerce | Small Businesses | Commerce | 1,177,372,800,000 | disaster surety bond enhancement act permits administrator small_business_administration sba federal procurement related major disaster prescribe guarantee enter commitments guarantee surety loss resulting breach bond principal total work order contract exceed million time bond execution allows administrator increase m... | Domestic Commerce > Small Businesses | 442 | 0 |
114-S-393 | Berryessa Snow Mountain National Monument Act
Establishes the Berryessa Snow Mountain National Monument, to consist of federal land and interests in federal land within Napa, Lake, Mendocino, Solano, Glenn, Colusa, and Yolo counties in California.
Continues to provide historical and adequate access to private inhold... | Public Lands | National Parks | Public lands and natural resources | 1,423,094,400,000 | berryessa snow mountain national_monument act establishes berryessa snow mountain national_monument consist federal land interests federal land lake mendocino counties california continues provide historical adequate access private inholdings monument requires comprehensive plan protection management federal land inclu... | Public Lands > National Parks | 982 | 1 |
112-S-3263 | Safe Skies Act of 2012 - Directs the Secretary of Transportation (DOT), not later than 30 days after enactment of this Act, to modify a specified Department of Transportation (DOT) final rule relating to flightcrew member duty and rest requirements so that the requirements under that rule apply to all-cargo flightcrew ... | Transportation | Air Travel | Transportation and public works | 1,338,854,400,000 | safe skies act directs secretary transportation dot later days enactment act modify specified department_of_transportation dot final rule relating flightcrew member duty rest requirements requirements rule apply cargo flightcrew members extent apply air passenger flightcrew members | Transportation > Air Travel | 282 | 0 |
114-S-2935 | End Housing Subsidies for the Rich Act of 2016
This bill amends the United States Housing Act of 1937 to revise eligibility requirements for assisted housing.
If a public housing agency (PHA) determines that a tenant's income is greater than 120% of the area median income for two consecutive years, the PHA must termi... | Housing | Low-Income Assistance | Housing and community development | 1,463,443,200,000 | end housing subsidies rich act bill amends united_states housing act revise eligibility requirements assisted housing public housing agency pha determines tenant income greater area median income consecutive years pha terminate family tenancy months family continue occupy dwelling unit month month pha charges family fa... | Housing > Low-Income Assistance | 838 | 0 |
110-HR-5621 | Provides for the concurrent payment of military retired pay and veterans' disability compensation for disabilities rated at 50% or higher for a member or former member of the Armed Forces entitled to voluntary separation incentive payments. | Defense | Personnel Issues | Armed forces and national security | 1,205,366,400,000 | provides concurrent payment military retired pay veterans disability compensation disabilities rated higher member member armed_forces entitled voluntary separation incentive payments | Defense > Personnel Issues | 183 | 1 |
110-HR-1568 | Henry Ford Scholarship Program Act - Authorizes the Secretary of Education to establish a program awarding scholarships to high-achieving students (to be known as "Henry Ford Scholars") who graduate from secondary school after May 1, 2007, and pursue undergraduate degrees in mathematics, science, engineering, and healt... | Education | Higher | Education | 1,174,262,400,000 | scholarship program act authorizes secretary education establish program awarding scholarships high achieving students known scholars graduate secondary school pursue undergraduate degrees mathematics science engineering health related fields institutions higher education awards scholarship academic year gives recipien... | Education > Higher | 570 | 1 |
111-HR-426 | Green Roofing Energy Efficiency Tax Act of 2009 or GREETA of 2009 - Amends the Internal Revenue Code to: (1) classify as 20-year property for depreciation purposes any roof system which meets the requirements of Standard 90.1-2004 of the American Society of Heating, Refrigerating, and Air Conditioning Engineers and is ... | Macroeconomics | Tax Code | Taxation | 1,231,459,200,000 | amends internal revenue code classify year property depreciation purposes roof system meets requirements standard nonresidential real property require use straight line method depreciation property | Macroeconomics > Tax Code | 197 | 1 |
110-HR-4411 | Amends the Harmonized Tariff Schedule of the United States to suspend temporarily the duty on shield asy-steering gear. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,197,331,200,000 | amends harmonized_tariff schedule united_states suspend temporarily duty shield steering gear | Foreign Trade > Tariff & Imports | 93 | 1 |
112-HR-5122 | Amends the Harmonized Tariff Schedule of the United States to suspend temporarily the duty on lanthanum phosphate phosphor, activated by cerium and terbium. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,335,484,800,000 | amends harmonized_tariff schedule united_states suspend temporarily duty lanthanum phosphate phosphor activated cerium terbium | Foreign Trade > Tariff & Imports | 126 | 1 |
112-HR-1814 | Offending Oil Polluters Act of 2011 - Amends the Internal Revenue Code to deny all income tax credits and deductions to an offending oil polluter. Defines "offending oil polluter" to mean any person responsible for a vessel or a facility from which oil is discharged, unless such person: (1) has met all obligations unde... | Environment | Drinking Water | Taxation | 1,304,985,600,000 | offending oil act amends internal revenue code deny income tax credits deductions offending oil polluter defines offending oil polluter mean person responsible vessel facility oil discharged person met obligations oil pollution act provide compensation covered removal costs damages found seven year period oil discharge... | Environment > Drinking Water | 662 | 0 |
112-HR-3532 | American Indian Empowerment Act of 2011 - Requires the Secretary of the Interior to transfer land the federal government holds in trust for a federally recognized Indian tribe to such tribe as restricted fee tribal land, subject to a restriction against alienation and taxation, after receiving the Indian tribe's reques... | Public Lands | Indigenous Affairs | Native Americans | 1,322,611,200,000 | american indian empowerment act requires secretary interior transfer land federal government holds trust federally recognized indian tribe tribe restricted fee tribal land subject restriction alienation taxation receiving indian tribe request transfer restricted fee tribal land land tribe holds legal title carries lega... | Public Lands > Indigenous Affairs | 676 | 0 |
113-HR-5540 | America Realizing the Informational Skills and Initiative of New Graduates Act of 2014 or the America RISING Act of 2014 - Directs the Secretary of Labor and the Secretary of Education to jointly establish a program providing grants to:
eligible employers to defray the cost of compensation they pay to recent graduate... | Labor | Employment Training | Education | 1,410,998,400,000 | america realizing informational skills initiative new graduates act america rising act directs secretary labor secretary education jointly establish program providing grants eligible employers defray cost compensation pay recent graduates institutions higher education ihes graduates enable defray cost undertaking posts... | Labor > Employment Training | 887 | 0 |
111-HR-1598 | AIG Key Executives Bonus Accountability and Capture (TAKE BACK) Act - Amends the Internal Revenue Code to impose a 100% income tax on bonuses (over $1) paid to employees by entities who received financial assistance under the Troubled Asset Relief Program (TARP). | Domestic Commerce | Banking | Taxation | 1,237,334,400,000 | key executives bonus accountability capture act amends internal revenue code impose income tax bonuses paid employees entities received financial assistance troubled_asset_relief_program tarp | Domestic Commerce > Banking | 191 | 0 |
114-S-517 | Secure Rural Schools and Payment in Lieu of Taxes Repair Act
This bill extends the Secure Rural Schools and Community Self-Determination Program through FY2016 at FY2011 funding levels. This Program provides payments to state jurisdictions to compensate for the cost of providing services in tax-exempt federal lands w... | Education | Elementary & Secondary | Public lands and natural resources | 1,423,699,200,000 | secure_rural_schools payment lieu taxes repair act bill extends secure rural schools fy2016 fy2011 funding levels program provides payments state jurisdictions compensate cost providing services tax exempt federal lands jurisdictions bill eliminates fiscal year limitation funding payments lieu taxes program program com... | Education > Elementary & Secondary | 399 | 0 |
111-S-614 | Directs the President pro tempore of the Senate and the Speaker of the House of Representatives to make appropriate arrangements for the award of a single gold medal in honor of the Women Airforce Service Pilots (WASP) collectively, in honor of their pioneering military service and exemplary record, which forged revolu... | Government Operations | Currency | Armed forces and national security | 1,237,248,000,000 | directs president pro tempore senate speaker house_of_representatives appropriate arrangements award single gold medal honor women service pilots collectively honor military service exemplary record forged revolutionary reform armed_forces requires medal displayed smithsonian_institution smithsonian award expresses sen... | Government Operations > Currency | 407 | 0 |
114-HR-4898 | No Dollars for Iran Act
This bill prohibits the Department of the Treasury from issuing a license under any law, including the Iranian Transactions and Sanctions Regulations, that would permit a person to conduct offshore dollar clearing outside of the U.S. financial system for transactions that would involve or benef... | International Affairs | Specific Country | Finance and financial sector | 1,460,332,800,000 | dollars iran act bill prohibits department_of_the_treasury issuing license law including permit person conduct offshore dollar clearing outside financial system transactions involve benefit government iran iranian person | International Affairs > Specific Country | 220 | 0 |
111-S-2491 | Amends the Harmonized Tariff Schedule of the United States to: (1) modify the article description for certain shearing machines; and (2) extend the temporary suspension of duty on such machines. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,256,774,400,000 | amends harmonized_tariff schedule united_states modify article description certain machines extend temporary suspension duty machines | Foreign Trade > Tariff & Imports | 133 | 1 |
114-HR-4545 | Tennessee Wilderness Act of 2016
This bill designates specified federal lands in Cherokee National Forest in Tennessee as wilderness and as additions to existing components of the National Wilderness Preservation System. | Public Lands | National Parks | Public lands and natural resources | 1,455,148,800,000 | tennessee wilderness act bill designates specified federal lands cherokee_national_forest tennessee wilderness additions existing components national_wilderness_preservation_system | Public Lands > National Parks | 180 | 1 |
110-HR-760 | Filipino Veterans Equity Act of 2007 - Deems certain service performed before July 1, 1946, in the organized military forces of the Philippines and the Philippine Scouts as active military service for purposes of eligibility for veterans' benefits through the Department of Veterans Affairs. Repeals certain provisions d... | Defense | Personnel Issues | Armed forces and national security | 1,170,201,600,000 | filipino veterans equity act deems certain service performed july organized military forces philippines philippine_scouts active military service purposes eligibility veterans benefits department_of_veterans_affairs repeals certain provisions discounting service qualifying service | Defense > Personnel Issues | 281 | 1 |
114-HR-1771 | This bill amends title XIX (Medicaid) of the Social Security Act with respect to the payment of income from a qualifying annuity in determining the Medicaid eligibility of an institutionalized spouse.
One-half of the income from such an annuity made either solely or partly in the name of the community spouse. shall be... | Health | Long-term Care | Health | 1,428,969,600,000 | bill amends title xix medicaid social security act respect payment income qualifying annuity determining medicaid eligibility institutionalized spouse half income annuity solely partly community spouse shall considered available institutionalized spouse payment income names community spouse person persons half proporti... | Health > Long-term Care | 408 | 0 |
111-HR-3428 | Reclaiming Bailout Funds for Taxpayers Act - Amends the Emergency Economic Stabilization Act of 2008 (EESA) to reduce the authorization for the Secretary of the Treasury to purchase troubled assets by a dollar amount that corresponds to repayment by a financial institution of assistance provided under the Troubled Asse... | Domestic Commerce | Banking | Finance and financial sector | 1,248,912,000,000 | reclaiming bailout funds taxpayers act amends emergency economic stabilization act eesa reduce authorization secretary treasury purchase troubled assets dollar corresponds repayment financial institution assistance provided troubled asset relief program tarp | Domestic Commerce > Banking | 258 | 0 |
110-HR-2582 | Qualified Long-term Care Fairness Act of 2007 - Amends the Internal Revenue Code to allow a tax deduction from gross income for the cost of long-term care services and long-term care insurance contracts. | Health | Long-term Care | Taxation | 1,181,088,000,000 | care fairness act amends internal revenue code allow tax deduction gross income cost long term care services long term care insurance contracts | Health > Long-term Care | 143 | 0 |
111-HR-5382 | Fixes the rate of salary or basic pay for any office or position within the civil service for service performed during FY2011 and the first quarter of FY2012 at the rate payable for such position as of September 30, 2010. Deems the salary or basic pay rate for any position not in existence on that date to be the rate p... | Government Operations | Employees | Government operations and politics | 1,274,745,600,000 | fixes rate salary basic pay office position civil service service performed fy2011 quarter fy2012 rate payable position september deems salary basic pay rate position existence date rate payable individuals comparable positions date exempts positions uniformed_services | Government Operations > Employees | 269 | 0 |
113-HR-3113 | Concussion Treatment and Care Tools Act of 2013 or ConTACT Act of 2013 - Amends the Public Health Service Act to direct the Secretary of Health and Human Services (HHS) to establish guidelines for states on the implementation of best practices for diagnosis, treatment, and management of mild traumatic brain injuries (M... | Health | Infants and Children | Health | 1,379,376,000,000 | concussion treatment care tools act contact act amends public_health_service_act direct secretary health_and_human_services hhs establish guidelines states implementation best practices diagnosis treatment management traumatic brain injuries school aged children including best practices relating student athletes return... | Health > Infants and Children | 830 | 0 |
112-HR-5510 | Amends the Harmonized Tariff Schedule of the United States to extend the temporary suspension of duty on certain smooth nonwoven fiberglass sheets of a type primarily used as acoustical facing for ceiling panels. | Foreign Trade | Tariff & Imports | Foreign trade and international finance | 1,336,348,800,000 | amends harmonized_tariff schedule united_states extend temporary suspension duty certain nonwoven fiberglass sheets type primarily facing ceiling panels | Foreign Trade > Tariff & Imports | 152 | 1 |
113-S-611 | (This measure has not been amended since it was reported to the Senate on January 28, 2014. The summary of that version is repeated here.)
Sandia Pueblo Settlement Technical Amendment Act - Amends the T'uf Shur Bien Preservation Trust Area Act to require the Secretary of Agriculture (Secretary), at the request of the ... | Public Lands | Indigenous Affairs | Native Americans | 1,363,651,200,000 | measure amended reported senate january summary version repeated act amends preservation trust area act require secretary agriculture secretary request secretary interior transfer certain national_forest land secretary interior held trust pueblo land exchange pueblo required act completed days act enactment requires na... | Public Lands > Indigenous Affairs | 544 | 0 |
110-HR-7288 | Public Safety Enhancement Act of 2008 - Amends the National Flood Insurance Act of 1968 to allow flood insurance coverage for structures used in protecting public safety and new structures constructed in flood hazard zones that replace flood-damaged or destroyed structures, even though the property involved has been de... | Domestic Commerce | Disaster Relief | Emergency management | 1,227,052,800,000 | public safety enhancement_act amends national_flood_insurance_act allow flood insurance coverage structures protecting public safety new structures constructed flood hazard zones replace flood damaged destroyed structures property involved declared violation state local laws regulations ordinances intended discourage r... | Domestic Commerce > Disaster Relief | 372 | 0 |
110-S-1474 | Riverside-Corona Feeder Water Supply Act - Authorizes the Secretary of the Interior, in cooperation with the Western Municipal Water District, Riverside County, California, to participate in the planning, design, and construction of the Riverside-Corona Feeder water supply project, which includes 20 groundwater wells, ... | Public Lands | Water Resources | Water resources development | 1,179,964,800,000 | secretary interior cooperation california participate planning design construction water supply project includes groundwater wells groundwater treatment facilities water storage pumping facilities miles pipeline riverside counties california | Public Lands > Water Resources | 241 | 0 |
113-HR-4323 | (This measure has not been amended since it was introduced. The summary of that version is repeated here.)
Debbie Smith Reauthorization Act of 2014 - Amends the Debbie Smith Act of 2004 to reauthorize funding through FY2019 for: (1) the Debbie Smith DNA Backlog Grant Program; (2) DNA training and education for law enf... | Law and Crime | Agencies | Crime and law enforcement | 1,395,878,400,000 | measure amended introduced summary version repeated debbie_smith reauthorization act amends smith act reauthorize funding fy2019 smith dna backlog grant program dna training education law enforcement correctional personnel court officers sexual assault forensic exam program grants | Law and Crime > Agencies | 281 | 0 |
111-HR-4231 | Safe Cities Act of 2009 - Amends the Violent Crime Control and Law Enforcement Act of 1994 to: (1) authorize the Attorney General to designate a Violent and Drug Crime Zone (i.e., a metropolitan area with a higher than average rate of homicides, violent felonies, sex offenses, and drug and gang-related crimes) in each ... | Law and Crime | Illegal Drugs | Crime and law enforcement | 1,260,230,400,000 | safe cities act amends violent_crime_control_and_law_enforcement_act authorize attorney general designate violent drug crime zone metropolitan area higher average rate violent felonies sex offenses drug gang related crimes state establish drug violent crime intervention team safe cities task force zone consisting state... | Law and Crime > Illegal Drugs | 705 | 0 |
End of preview.
HypotheSAEs
HypotheSAEs is a method which hypothesizes interpretable relationships in text datasets by training Sparse Autoencoders (SAEs) on foundation model representations.
Paper: https://arxiv.org/abs/2502.04382
Code: https://github.com/rmovva/HypotheSAEs
This data repo contains all of the datasets used for the experiments in the paper.
Overview
In total, we use five datasets to evaluate HypotheSAEs.
We evaluate with two synthetic datasets, where the goal is to recover a list of frequent topics whose documents are pseudo-labeled as '1', while all other documents are labeled '0'. Topics are granular and annotated by humans.
- Wiki (from Merity et al., 2016): a dataset of Wikipedia articles.
- Bills (from Hoyle et al., 2022): a dataset of Congressional bill texts.
We evaluate with three real-world datasets, where the goal is to generate interpretable hypotheses which predict the target variable:
- Headlines (from Upworthy Research Archive): a dataset of article headlines and their corresponding online engagement levels. Each example is a pair of headlines which were randomized against each other; the target variable is whether headline A received more clicks than headline B.
- Yelp (from Yelp Open Dataset): a dataset of restaurant reviews; the target variable is the rating score (1-5).
- Congress (from Gentzkow and Shapiro, 2010): a dataset of U.S. Congressional speeches; the target variable is political party (Republican or Democrat).
Preprocessing Information
Wiki
We use the Wikipedia dataset processed by Pham et al. (2024), derived from WikiText (Merity et al., 2016). Wikipedia articles are categorized into supercategories, categories, and subcategories (e.g., Media and Drama > Television > The Simpsons Episodes). We focus on predicting subcategories, as they are the most specific and challenging to recover. After removing duplicates and infrequent subtopics (<100 articles), the dataset contains 11,979 articles spanning 69 subcategories.
- Wiki-5: Articles in the 5 most common subcategories are labeled as positives (1,771 articles, 14.8%) in
label_syntheticcolumn, rest are negatives. - Wiki-15: Similar, but for the 15 most common subcategories (4,190 positives, 35.0%).
Bills
We use the Congressional bills dataset collected by Hoyle et al. (2022) and processed by Pham et al. (2024), originally sourced from GovTrack. The dataset consists of bills from the 110th-114th U.S. Congresses (2007-2017), each annotated with a topic and subtopic.
- Removed short bill texts (possible transcription errors) and duplicate bill texts.
- Excluded bills without a subtopic or with infrequent subtopics (<100 occurrences of the subtopic).
- Final dataset: 20,834 bills spanning 70 subtopics.
- The top 5 most common subtopics are labeled as positives in
label_syntheticcolumn (24.2%), rest are negatives.
Headlines
We use the Upworthy Research Archive (Matias, 2021), which contains web traffic data from Upworthy.com, a digital media platform focused on high-engagement articles. The dataset includes thousands of A/B tests, where multiple headline variations were tested for the same article.
- Grouped headlines by
test_id, ensuring only pairs of headlines randomized against each other are included. - Constructed 14,128 headline pairs with click-through rate (CTR) labels.
- Binary
label_pairwisecolumn indicates whether headline A had a higher CTR than headline B.
Yelp
We extract 4.72M restaurant reviews from the Yelp Open Dataset and filter for businesses tagged as "Restaurant".
- We sampled 200K training, 10K validation, 10K heldout samples.
- The target variable (
stars) is star rating (1-5).
Congress
We use the Congressional speech dataset from the 109th U.S. Congress (2005-2007) (Gentzkow & Shapiro, 2010), containing speech transcripts labeled by speaker party (Republican or Democrat).
- Removed short speeches (<250 characters). Long speeches were split into chunks of ten sentences each.
- The heldout set includes at most one chunk per speech, to increase speech diversity when evaluating hypothesis generalization.
- Final dataset: 114K training, 16K validation, 12K heldout.
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