REALM: A Dataset of Real-World LLM Use Cases
Paper • 2503.18792 • Published • 1
Datasets:
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news | Apundir | 101° - Machine Learning The complete Math Guide to Master Data Science with Python & Developing Artificial Intelligence Kindle Edition free Amazon | Machine Learning is rapidly changing the world and it is the way of the Future of Human Technology. Art, information, processes, calculations, emotions will be rapidly learned and discover from machines.Do you want to learn more about the world of Machine Learning and its Applications? Would you like to improve and ref... | https://www.hotukdeals.com/deals/kindle-edition-machine-learning-the-complete-math-guide-to-master-data-science-with-python-and-developing-artificial-intelligence-3782412 | 2021-08-23T12:48:28Z | hotukdeals.com - The Largest Deal Community in the UKhotukdeals is a community for deal seekers. Find and share the best deals, promotional codes and vouchers from on and off the web.*So you can easily identify outgoing links on our site, we've marked them with an "*" symbol. Links on our site are monetised, it means w... | Content Synthesis/Digital Assistance/Information Retrieval Or Search | Computer and Mathematical/Education, Training, and Library | null | null | null | null | null | null | |
news | Wall Street Reporter | Next Super Stocks on the Move: Logiq, Reliq Health Tech, AI/ML Innovations and ESE Entertainment. Emerging Leaders in E-Sports, HealthTech, E-Commerce and AdTech | NEW YORK, Sept. 02, 2021 (GLOBE NEWSWIRE) -- Wall Street Reporter, the trusted name in financial news since 1843, is highlighting the latest CEO comments and... | https://finance.yahoo.com/news/next-super-stocks-move-logiq-132700800.html | 2021-09-02T13:27:00Z | NEW YORK, Sept. 02, 2021 (GLOBE NEWSWIRE) -- Wall Street Reporter, the trusted name in financial news since 1843, is highlighting the latest CEO comments and news from companies recently presenting at its highly acclaimed NEXT SUPER STOCK livestream investor conferences, and investor LiveChats on social media streams. ... | Content Synthesis/Decision Making/Recommendation | Healthcare Practitioners and Support/Management/Business and Financial Operations | null | null | null | null | null | null | |
news | How, where and why telco is using enterprise open source | According to "The State of Enterprise Open Source" report Red Hat published earlier this year, open source will continue to play an important role in the future of telecommunications. Let’s see how it’s positioning telecommunications providers to keep up with their technology revolution. | https://www.redhat.com/en/blog/how-where-and-why-telco-using-enterprise-open-source | 2021-08-23T04:00:00Z | While the telecommunications industry is familiar with enterprise open source95% of our survey respondents are already using itit also stands at an inflection point with the rise of edge computing, artificial intelligence and machine learning (AI/ML) and the rapid deployment of 5G.According to "The State of Enterprise ... | Unknown | Management/Computer and Mathematical | null | null | null | null | null | null | ||
news | Dario D'Amico, Dario D'Amico | Visualize and animate flow in MapView with a custom WebGL layer | Learn how to animate streamlines using WebGL and a custom layer. | https://www.esri.com/arcgis-blog/products/js-api-arcgis/developers/visualize-and-animate-flow-in-mapview-with-a-custom-webgl-layer/ | 2021-09-01T00:30:08Z | IntroductionThis article discusses visualizing wind and water currents through animated streamlines; the out-of-the-box capabilities of the ArcGIS API for JavaScript (ArcGIS JS API) are combined with custom WebGL code to create compelling animated visualizations of real-world atmospheric and marine data.See it live or ... | Content Creation/Content Synthesis | Computer and Mathematical/Life, Physical, and Social Science | null | null | null | null | null | null | |
news | Michelle Horton | Deciphering Ancient Texts with AI | Using traditional machine learning methods and visual psychophysics, Notre Dame researchers are developing AI models capable of transcribing ancient manuscripts. | https://developer.nvidia.com/blog/deciphering-ancient-texts-with-ai/ | 2021-08-12T17:57:09Z | Using traditional machine learning methods and visual psychophysics, Notre Dame researchers are developing AI models capable of transcribing ancient manuscripts.Looking to reveal secrets of days past, historical scholars across the globe spend their life’s work translating ancient manuscripts. A team at the University ... | Process Automation/Content Creation | Unknown | null | null | null | null | null | null | |
news | AnChain.AI Raises $10 Million and Wins SEC Contract to Monitor Crypto and Digital Assets | AnChain.AI, a blockchain security company that specializes in AI-powered platforms, today announced that it raised a $10 Million funding round led by SIG Asia Investments, LLLP, an affiliate of Susquehanna International Group (SIG) in an oversubscribed Series A. Fin VC, Nima Capital, Hard Yaka and Amino Capital also pa... | https://www.globalsecuritymag.com/AnChain-AI-Raises-10-Million-and,20210902,115662.html | http://www.globalsecuritymag.com/squelettes/media/logo.png | 2021-09-02T19:28:00Z | AnChain.AI Raises $10 Million and Wins SEC Contract to Monitor Crypto and Digital Assets AnChain.AI, a blockchain security company that specializes in AI-powered platforms, today announced that it raised a $10 Million funding round led by SIG Asia Investments, LLLP, an affiliate of Susquehanna International Group (SIG)... | Detection and Monitoring/Decision Making | Business and Financial Operations/Computer and Mathematical/Management | null | null | null | null | null | null | |
news | avastblog@avast.com (Emma McGowan) | Q&A With Andrew Gardner | Avast | Andrew Gardner, Ph.D., has collected comic books since he was a kid. Back then, his favorite character was Iron Man because — unlike other superheroes — Iron Man created his special abilities: he designed and built his suit from scratch, and then he used it to explore and protect the world. And that, Gardner says, is t... | https://blog.avast.com/qa-with-andrew-gardner-avast | 2021-08-26T05:54:02Z | Gardner explains how AI can rebalance the computer security game and teach us about human identityAndrew Gardner, Ph.D., has collected comic books since he was a kid. Back then, his favorite character was Iron Man because unlike other superheroes Iron Man created his special abilities: he designed and built his suit fr... | Unknown | Computer and Mathematical | null | null | null | null | null | null | |
news | BS Reporter | Saas startup NeuroPixel.AI raises seed fund of $825,000 led by IPV | NeuroPixel.AI was founded in late 2020 by Arvind Nair (CEO) and Amritendu Mukherjee (CTO) | https://www.business-standard.com/article/companies/saas-startup-neuropixel-ai-raises-seed-fund-of-825-000-led-by-ipv-121090600522_1.html | 2021-09-06T07:37:00Z | Deeptech SaaS startup NeuroPixel.AI has raised $825,000 in a seed round led by Inflection Point Ventures (IPV). Other investors in the round included Entrepreneur First, Huddle, Dexter Angels, and Rishaad Currimjee.The startup will use the funds raised for scaling up the R&D team to accelerate the transition of its pro... | Personalization/Image Analysis | Unknown | null | null | null | null | null | null | |
news | PR Newswire | Remark Holdings Announces Fiscal Second Quarter 2021 Financial Results | Remark Holdings, Inc. (NASDAQ: MARK), a diversified global technology company with leading artificial intelligence ("AI") solutions and digital media... | https://finance.yahoo.com/news/remark-holdings-announces-fiscal-second-201500892.html | https://s.yimg.com/uu/api/res/1.2/1jV7ZZ5DeelaaVA94B9EmQ--~B/aD01NDt3PTQwMDthcHBpZD15dGFjaHlvbg--/https://media.zenfs.com/en/prnewswire.com/b608ab19025c31f98cea7d4f278a61f8 | 2021-08-23T20:15:00Z | Second Quarter 2021 Revenue Increased 75% to $4.0 Million Compared to Second Quarter 2020LAS VEGAS, Aug. 23, 2021 /PRNewswire/ -- Remark Holdings, Inc. (NASDAQ: MARK), a diversified global technology company with leading artificial intelligence ("AI") solutions and digital media properties, today announced financial re... | Decision Making/Process Automation | Management/Business and Financial Operations | null | null | null | null | null | null |
news | Pasha Finkelshteyn | Data Engineering Annotated Monthly – August 2021 | August is usually a quiet month, with vacations taking their toll. But data engineering never stops. I’m Pasha Finkelshteyn and I will be your guide through this month’s news, my impressions of the developments, and ideas from the wider community. If you think I missed something worthwhile, ping me on Twitter and sugge... | https://blog.jetbrains.com/big-data-tools/2021/09/06/data-engineering-annotated-monthly-august-2021/ | 2021-09-06T12:29:26Z | August is usually a quiet month, with vacations taking their toll. But data engineering never stops. Im Pasha Finkelshteyn and I will be your guide through this months news, my impressions of the developments, and ideas from the wider community. If you think I missed something worthwhile, ping me on Twitter and suggest... | Content Synthesis/Discovery | Computer and Mathematical | null | null | null | null | null | null | |
news | j@falei.ro | quantlet added to PyPI | QuantLET - an event driven framework for large scale real-time analytics | https://pypi.org/project/quantlet/ | 2021-08-30T03:25:53Z | QuantLET - an event driven framework for large scale real-time analytics.Copyright (C) 2006 Jorge M. Faleiro Jr.QuantLET is an open source, event-driven framework for rapid development and deployment of real-time analyticalmodels intended to be executing in large scale, in terms of data intensiveness or computing power... | Content Creation/Process Automation | Business and Financial Operations/Computer and Mathematical | null | null | null | null | null | null | |
news | eWEEK EDITORS | Four Key Steps to Simplify Enterprise AI Success | IT plays a critical role in setting up companies for success in artificial intelligence. Learning from early adopters’ best practices can help enterprises sidestep common pitfalls when starting new AI projects. A few predictable issues are often at play when new AI initiatives stall out. Some of the most common challen... | https://www.eweek.com/big-data-and-analytics/four-key-steps-to-simplify-enterprise-ai-success/ | 2021-08-24T15:11:45Z | IT plays a critical role in setting up companies for success in artificial intelligence. Learning from early adopters best practices can help enterprises sidestep common pitfalls when starting new AI projects.A few predictable issues are often at play when new AI initiatives stall out. Some of the most common challenge... | Unknown | Computer and Mathematical/Business and Financial Operations | null | null | null | null | null | null | |
news | Kyle Wiggers | Foundation models risk exacerbating ML’s ethical challenges | Foundation models, or models capable of generating a range of media, pose risks, according to a new report from Stanford. | https://venturebeat.com/2021/08/18/foundation-models-risk-exacerbating-mls-ethical-challenges/ | 2021-08-18T15:00:07Z | The Transform Technology Summits start October 13th with Low-Code/No Code: Enabling Enterprise Agility. Register now!Machine learning is undergoing a paradigm shift with the rise of models trained at massive scale, including Googles BERT, OpenAIs DALL-E, and AI21 Labs Jurassic-1 Jumbo. Their capabilities and dramatic p... | Content Creation/Content Synthesis/Detection and Monitoring/Prediction/Recommendation/Process Automation | Unknown | null | null | null | null | null | null | |
news | Symphony IndustrialAI Appoints Barry Johnson President of Digital Manufacturing | WOBURN, Mass., Aug. 11, 2021 /PRNewswire/ -- Symphony IndustrialAI announced today the appointment of Barry Johnson as president of Digital Manufacturing. The move supports Symphony IndustrialAI's rapid growth and its expansion into enterprise AI solutions for plant operations,... | https://www.prnewswire.com/news-releases/symphony-industrialai-appoints-barry-johnson-president-of-digital-manufacturing-301352860.html | 2021-08-11T10:00:00Z | WOBURN, Mass., Aug. 11, 2021 /PRNewswire/ -- Symphony IndustrialAI announced today the appointment of Barry Johnson as president of Digital Manufacturing. The move supports Symphony IndustrialAI's rapid growth and its expansion into enterprise AI solutions for plant operations, visibility, and performance. The announce... | Unknown | Management/Computer and Mathematical | null | null | null | null | null | null | ||
news | Ying Zeng | abstract,data,ying zeng,paper,problem,deep neural networks,communication,applications,deep learning models,adversarial examples,spiking neural network,analysis,wireless communications,existing,performance | https://arxiv.org/search/cs?searchtype=author&query=Zeng%2C+Y | 2021-09-07T04:17:00Z | Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment AnalysisAuthors:Sijie Mai, Ying Zeng, Shuangjia Zheng, Haifeng HuAbstract:The wide application of smart devices enables the availability of multimodal data, which can be utilized in many tasks. In the field of multimodal sentiment analysis... | Content Synthesis/Decision Making | Unknown | null | null | null | null | null | null | ||
news | pr@cmswire.com (Dom Nicastro) | Verint Acquires Conversocial, Salesforce Wants to Be Netflix for B2B & More CX News | Verint acquires Conversocial, NICE acquires GoMoxie, and more from the world of customer experience and digital marketing news.Continue reading... | https://www.cmswire.com/customer-experience/verint-acquires-conversocial-salesforce-wants-to-be-netflix-for-b2b-more-cx-news/ | https://www.cmswire.com/-/media/9f97b64dc9a94e6f8ecc51583b98e08a.ashx | 2021-08-13T15:24:41Z | PHOTO:New Africa Verint, which provides customer engagement software, has acquired Conversocial for $50 million. Verints support for digital customer engagement will be boosted in the acquisition with connections to messaging channels including Apple Business Chat, Facebook Messenger, Twitter and WhatsApp. The Verint C... | Digital Assistance/Content Synthesis/Process Automation | Management/Business and Financial Operations | null | null | null | null | null | null |
news | Kerry O'Shea Gorgone | How to Implement Artificial Intelligence in Marketing: Rajkumar Venkatesan on Marketing Smarts [Podcast] | Rajkumar Venkatesan, co-author of "The AI Marketing Canvas: A Five-Stage Road Map to Implementing Artificial Intelligence in Marketing," gives us a sneak peek at the road map and offers insight into how marketers can get started using AI. Read the full article at MarketingProfs | https://www.marketingprofs.com/podcasts/2021/45523/artificial-intelligence-raj-venkatesan-marketing-smarts | 2021-08-19T14:00:00Z | Artificial intelligence (AI) and machine-learning (ML) have quickly grown beyond a few major tech companies and hardcore academic researchers. Every marketing organization can tap into the power of AI to streamline operations and grow the business.The new book The AI Marketing Canvas: A Five-Stage Road Map to Implement... | Content Synthesis/Decision Making/Recommendation | Management/Business and Financial Operations | null | null | null | null | null | null | |
news | Quintin Pope | New GPT-3 competitor | Published on August 12, 2021 7:05 AM GMTAI21 has trained a new language model, Jurassic-1, whose largest version has 178 billion parameters (GPT-3 had 175 billion). This paper gives limited technical details.There already were several models that used far more parameters than GPT-3, but they were either mixture of expe... | https://www.lesswrong.com/posts/2BCpdyHzzw4BZeodR/new-gpt-3-competitor | 2021-08-12T07:05:49Z | AI21 has trained a new language model, Jurassic-1, whose largest version has 178 billion parameters (GPT-3 had 175 billion). This paper gives limited technical details.There already were several models that used far more parameters than GPT-3, but they were either mixture of expert models or only word embeddings. They ... | Unknown | Unknown | null | null | null | null | null | null | |
news | Joanna Ossinger | Mark Cuban-Backed Firm Alethea Is Creating 'Intelligent' NFTs - Bloomberg | Non-fungible tokens are ready to get more interactive, according to one firm that’s working to create “intelligent” versions. | https://www.bloomberg.com/news/articles/2021-08-24/mark-cuban-backed-firm-alethea-is-creating-intelligent-nfts | 2021-08-24T12:00:00Z | Non-fungible tokens are ready to get more interactive, according to one firm thats working to create intelligent versions.Alethea AI, which allows users to embed AI animation, interaction, and voice synthesis capabilities into NFTs, is looking to expand in a space with a lot of competition. But the firm has already had... | Content Creation/Content Synthesis/Digital Assistance | Unknown | null | null | null | null | null | null |
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REALM: REAL-World Application of Large Language Models
Dataset Description
Paper: coming soon
Dashboard Demo: https://realm-e7682.web.app/
License: [mit]
Language(s) (NLP): English
Point of Contact: Jingwen
Dataset Summary
Large Language Models (LLMs), such as GPT-like models, have transformed industries and everyday life, creating significant societal impact. To better understand their real-world applications, we created the REALM Dataset, a collection of over 93k use cases sourced from Reddit posts and news articles, spanning 2020-06(when GPT was first released) to 2024-12. REALM focuses on two key aspects:
How LLMs are being used: Categorizing the wide range of applications, following AI Use Taxonomy: A Human-Centered Approach.
Who is using them: Extracting the occupation attributes of current or potential end-users, categorized based on the O*NET classification system.
Updates
2025-2-15: Content Update. Paper submitted to ACL 2025.
Languages
English
Data Fields
- `` (string):
Citation Information
Please consider citing our paper if you find this dataset useful:
@misc{cheng2025realm,
title={REALM: A Dataset of Real-World LLM Use Cases},
author={Jingwen Cheng and Kshitish Ghate and Wenyue Hua and William Yang Wang and Hong Shen and Fei Fang},
year={2025},
archivePrefix={arXiv},
url={https://arxiv.org/abs/2503.18792}
}
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