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Research

Our teams constantly curate the best research on AI around the world and bring it to you along with live conversations with the authors of the research
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Why we focus on AI (and to what end)
Category
Artificial Intelligence
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Area
Artificial Intelligence
Author
Google
CS229 Lecture Notes
Category
Machine Learning and Artificial Intelligence
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Area
Large Machine Learning
Author
Andrew Ng, Tengyu Ma
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
Category
AI Research
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Area
Large Language Model
Author
Emre Kıcıman, Robert Ness, Amit Sharma, Chenhao Tan
Mathematics for Machine Learning
Category
AI Research
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Area
Machine Learning Model
Author
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
Category
AI–Generated Content (AIGC)
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Area
Survey
Author
Yihan Cao, Siyu Li, Yixin Liu, Zhiling Yan, Yutong Dai, Philip S. Yu, Lichao Sun
LLM SURVEY REPORT MLOPS Community
Category
Artificial Intelligence
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Area
Survey
Author
MLOPS Community
A Survey on Evaluation of Large Language Models
Category
AI Research
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Area
Survey
Author
Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, Xing Xie
NLP in Finance: Speaking the Language of Capital Markets
Category
Artificial Intelligence
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Area
Large Language Model
Author
Robin Gainer
OpenAI’s Impact on the EU’s Artificial Intelligence Act
Category
Regulation
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Area
Commentary
Author
Riley Porcarello
A taxonomy of web search
Category
Web Search
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Area
Use Cases
Author
Andrei Broder
GPT-4 Technical Report
Category
Artificial Intelligence
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Area
Artificial Intelligence
Author
OpenAI
Internet Advertising and the Generalized Second-Price Auction: Selling Billions of Dollars Worth of Keywords
Category
Internet/Online Advertising
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Area
Use Cases
Author
Benjamin Edelman, Michael Ostrovsky and Michael Schwarz
Language Models are Few-Shot Learners
Category
AI Research
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Area
Large Language Model
Author
Nick Ryder, Melanie Subbiah, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Aditya Ramesh, Daniel M. Ziegler, Clemens Winter, Christopher Hesse, Eric Sigler, Mateusz Litwin, Christopher Berner, Ilya Sutskever
How to avoid machine learning pitfalls: a guide for academic researchers
Category
Machine Learning (ML)
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Area
Large Machine Learning
Author
Michael A. Lones
Ethics of Artificial Intelligence Case Studies and Options for Addressing Ethical Challenges
Category
Ethics
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Area
Risks of AI
Author
Bernd Carsten Stahl, Doris Schroeder, Rowena Rodrigues
Challenges and Applications of Large Language Models
Category
Artificial Intelligence
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Area
Large Language Model
Author
Jean Kaddour, Joshua Harris, Maximilian Mozes, Herbie Bradley, Roberta Raileanu, Robert McHardy
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
Category
Deep Learning - Generative Adversarial Networks (GANs)
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Area
Use Cases
Author
Xingang Pan, Ayush Tewari, Thomas Leimkühler, Lingjie Liu, Abhimitra Meka, Christian Theobalt
A pro-innovation approach to AI regulation
Category
Regulation
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Area
Regulation
Author
The Law Society
16 Algorithms Imagined by AI
Category
Artificial Intelligence
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Area
Artificial Intelligence
Author
Jepson Taylor
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
Category
AI Research
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Area
Large Language Model
Author
Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D. Manning, Chelsea Finn
Attention Is All You Need
Category
AI Research
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Area
Machine Learning Model
Author
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin
From Machine Learning to Autonomous Intelligence Towards Machines that can Learn, Reason & Plan
Category
Artificial Intelligence
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Area
Large Machine Learning
Author
Yann LeCun
FinGPT: Open-Source Financial Large Language Models
Category
FinGPT
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Area
Large Language Model
Author
Hongyang Yang, Xiao-Yang Liu, Christina Dan Wang
100 Years of Medical Economics
Category
Artificial Intelligence
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Area
Artificial Intelligence
Author
Sebastián Muena Cortés
What every CEO should know about generative AI
Category
Generative AI
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Area
Commentary
Author
Michael Chui, Roger Roberts, Tanya Rodchenko, Alex Singla, Alex Sukharevsky, Lareina Yee, and Delphine Zurkiya
Walking naturally after spinal cord injury using a brain–spine interface
Category
Health Tech
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Area
Use Cases
Author
Henri Lorach, Andrea Galvez, Valeria Spagnolo, Felix Martel, Serpil Karakas, Nadine Intering, Molywan Vat, Olivier Faivre, Cathal Harte, Salif Komi, Jimmy Ravier, Thibault Collin, Laure Coquoz, Icare Sakr, Edeny Baaklini, Sergio Daniel Hernandez-Charpak, Gregory Dumont, Rik Buschman, Nicholas Buse, Tim Denison, Ilse van Nes, Leonie Asboth, Anne Watrin, Lucas Struber, Fabien Sauter-Starace, Lilia Langar, Vincent Auboiroux, Stefano Carda, Stephan Chabardes, Tetiana Aksenova, Robin Demesmaeker, Guillaume Charvet, Jocelyne Bloch & Grégoire Courtine
100 Practical Applications and Use Cases of Generative AI
Category
Generative AI
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Area
Use Cases
Author
Minister of State for Artificial Intelligence, UAE
Experimental Evidence on the Productivity Effects of Generative Artificial Intelligence
Category
AI Research
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Area
Artificial Intelligence
Author
Shakked Noy, Whitney Zhang
Reading Guide for the Global Politics of Artificial Intelligence 1
Category
AI Global Politics
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Area
Geopolitics
Author
Allan Dafoe, Matthijs Maas, Carrick Flynn, Sophie-Charlotte Fischer
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics
Category
Data Warehouse Architecture
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Area
World Models
Author
Michael Armbrust, Ali Ghodsi, Reynold Xin
Using AI to Implement Effective Teaching Strategies in Classrooms: Five Strategies, Including Prompts
Category
AI Teaching Strategies
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Area
AI in Education
Author
Dr. Ethan Mollick, Dr. Lilach Mollick
TASRA: a Taxonomy and Analysis of Societal-Scale Risks from AI
Category
AI Taxonomy and Analysis
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Area
Risks of AI
Author
Andrew Critch, Stuart Russell
Hungry Hungry Hippos: Towards Language Modeling with State Space Models
Category
AI Research
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Area
Large Language Model
Author
Daniel Y. Fu, Tri Dao, Khaled K. Saab, Armin W. Thomas, Atri Rudra, Christopher Ré
117th Congress H.R. 3907 Facial Recognition and Biometric Technology Moratorium Act of 2021
Category
Regulation
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Area
Regulation
Author
Pramila Jayapal
Artificial Intelligence Index Report 2023
Category
AI Research
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Area
Machine Learning Model
Author
Stanford University
Improving Chatbot Support Systems: Cohere Hackathon Winner
Category
Customer Chatbot Support
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Area
Large Language Model
Author
Cohere Team
Classification Evaluation Metrics: Accuracy, Precision, Recall, and F1 Visually Explained
Category
Ethics
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Area
Machine Learning Model
Author
Meor Amer
Why do tree-based models still outperform deep learning on typical tabular data?
Category
AI Research
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Area
Tree Based Models
Author
Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux
20 ChatGPT Usecases for Innovators
Category
AI Research
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Area
Use Cases
Author
Philippe De Ridder, Nick Bogaert
Large Language Models Are Reasoning Teachers
Category
AI Research
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Area
Large Language Model
Author
Namgyu Ho, Laura Schmid, Se-Young Yun
Understanding Artificial Intelligence Ethics and Safety
Category
Ethics
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Area
Rights
Author
David Leslie
BloombergGPT: A Large Language Model for Finance
Category
AI Research
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Area
Large Language Model
Author
Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, Mark Dredze, Sebastian Gehrmann, Prabhanjan Kambadur, David Rosenberg, Gideon Mann
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models
Category
AI Research
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Area
Large Language Model
Author
Tyna Eloundou, Sam Manning, Pamela Mishkin, Daniel Rock
Algorithms — Notes for Professionals
Category
AI Research
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Area
Large Language Model
Author
Stackoverfow Users
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Category
AI Research
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Area
Large Language Model
Author
Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alexander Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister
Artificial Intelligence Human Rights, Democracy, and the Rule of Law
Category
AI Research
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Area
Rights
Author
David Leslie, Christopher Burr, Mhairi Aitken, Josh Cowls, Mike Katell, & Morgan Briggs; With a foreword by Lord Tim Clement-Jones
116th Congress — 1st Session H. R. 3230
Category
Regulation
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Area
Rights
Author
House - Judiciary, Energy and Commerce, Homeland Security
MusicLM: Generating Music From Text
Category
AI Research
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Area
Large Language Model
Author
Andrea Agostinelli, Timo I. Denk, Zalán Borsos, Jesse Engel, Mauro Verzetti, Antoine Caillon, Qingqing Huang, Aren Jansen, Adam Roberts, Marco Tagliasacchi, Matt Sharifi, Neil Zeghidour, Christian Frank
Explaining decisions made with AI
Category
AI Research
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Area
Large Machine Learning
Author
The Alan Turing Institute
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Category
AI Research
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Area
Large Language Model
Author
Lingjiao Chen, Matei Zaharia, James Zou
A Path Towards Autonomous Machine Intelligence Version 0.9.2, 2022-06-27
Category
AI Research
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Area
World Models
Author
Yann LeCun
Efficient Training of Language Models to Fill in the Middle
Category
AI Research
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Area
Large Language Model
Author
Mohammad Bavarian, Heewoo Jun, Nikolas Tezak, John Schulman, Christine McLeavey, Jerry Tworek, Mark Chen
“This is my unicorn, Fluffy”: Personalizing frozen vision-language representations
Category
AI Research
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Area
Large Language Model
Author
Niv Cohen, Rinon Gal, Eli A. Meirom, Gal Chechik, Yuval Atzmon
Cohere brings language AI to Amazon SageMaker
Category
AI Research
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Area
Machine Learning Model
Author
Sudip Roy, Karl Albertsen, Karthik Bharathy
Scaling Laws for Neural Language Models
Category
AI Research
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Area
Neural Language Models
Author
Jared Kaplan, Sam McCandlish, Tom Henighan, Tom B. Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, Dario Amodei
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion
Category
AI Research
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Area
Latent Diffusion Models
Author
Rinon Gal, Yuval Alaluf, Yuval Atzmon, Or Patashnik, Amit H. Bermano, Gal Chechik, Daniel Cohen-Or
Prototransformer: a Meta-learning Approach to Providing Student Feedback
Category
AI Research
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Area
Large Machine Learning
Author
Mike Wu, Noah Goodman, Chris Piech, Chelsea Finn
The Economic Potential of Generative Ai
Category
AI Research
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Area
Foundation Models
Author
Michael Chui, Eric Hazan, Roger Roberts, Alex Singla, Kate Smaje, Alex Sukharevsky, Lareina Yee, Rodney Zemmel
Profiles in Innovation_ Artificial Intelligence.pdf
Category
AI Research
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Area
Large Language Model
Author
Heath P. Terry, CFA, Jesse Hulsing, Robert D. Boroujerdi, Jan Hatzius, Piyush Mubayi, Mark Grant, Daniel Powell, Waqar Syed, Adam Hotchkiss, Komal Makkar, Yena Jeon, Toshiya Hari, Heather Bellini, CFA, Simona Jankowski, CFA, Matthew J. Fassler, Terence Flynn, PhD, Jerry Revich, CFA, Salveen Richter, CFA, Rob Joyce, Charles Long
SoK: On the Impossible Security of Very Large Foundation Models
Category
AI Research
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Area
Large Machine Learning
Author
El-Mahdi El-Mhamdi, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê Nguyên Hoang, Rafael Pinot, John Stephan
AI and Human Rights
Category
Ethics
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Area
Rights
Author
Adam Yasmin, Adamma Izuegbunam Chau, Alexandra Robinson, Alison Safran, Aman Khera, Andrew McAdams, Angela Garabet, Audrey Gu, Ayca Ariyoruk, Ayesh Abduljali, Ben Grazda, Bintu Alkassoum, Bobby Zipp, Bryanne Gilkinson, Carey Crooks, Cari Miller, Carla Bell, Cate Gwin, Chhavi Chauhan, Chiara Arena, Chidinma Umahi Nwankwo, David Ryan Polgar, Deborah Ehling-Gwin, Duduetsang Mokoele, Elijah Otor, Emily Clay, Eric Wamugu, Farah Bogani, Frank H. Nein, Jr., Freida Siregar, Gabrielle Lisk, Gökçe Çobansoy Hızel, Gwyn Glasser, Hana Gabrielle Bidon, Helin Yontar, Isabell C. Camillo, Joan Edwards, Joi Podgorny, Karina Alexanyan, Kashyap Rajesh, Katie Mansfield, Keerti Rajagopalan, Kimberly Wright, Lama Mohammed, Lauran Howard, Lavina Ramkissoon, Lili Siri Spira, Linda Shum, Lisa Hehnke, Lucy McGrath, Lukas Madl, Mallika Dargan, Manojit Nandi, Marilena Velonia-Bellonia, Marisa Dinko, Martina Howard, Melissa Guzman, Mert Sarikaya, Mustafa Gökberk Tektek, Nayyara Rahman, Neil Davis, Nell Watson, Nipuna Ambanpola, Nyle Hamidi, Ori Freiman, Paul Guinnessy, Phil Kennedy, Pujitha Gullapalli, Rachel Lewis, Rebecca Wright, Rebekah Tweed, Renée Cummings, Rhonda Moore, Roberto López-Dávila, Sai Bourothu, Savannah Thais, Scott Trump, Sedona Thomas, Seth Villegas, Shallie The God, Sinan Robillard, Spencer Gurley, Sukhi Chuhan, Thabang Mmese, Tilottama PAL, Tina Lassiter, Tom Thorley, Tomer Poran, Tosin Fatoyinbo, William McSweeney, Yasmin Adouri, Zac Lovell, Zoe Viner, Albert Fox Cahn, Alberto Rodriguez, Alexa Koenig, Alexandra Robinson, Alice Hunsberger, Anupam Chander, Arthur Gwagwa, Arthur McCallum, Beena Ammanath, Bruna de Castro e Silva, Camille Carlton, Damini Satija, Dr. Dédé Tetsubayashi, Diana Nyakundi, Dunstan Allison-Hope, Ellie Sakhaee, Gemma Galdon-Clavell, Hessie Jones, Ivana Bartoleti, James Brusseau, Jan Juhani Steinmann, Jeannie MariePaterson, Jenna Hong, Jennifer Easterday, Jess Reia, Jessie J. Smith, Kate Jones, Kevin Klyman, Kolja Verhage, Laura Walker McDonald, Lee J. Tiedrich, Lisa Schirch, Merve Hickok, Nick Couldry, Nora Lindström, Patrick Grady, Dr. Peaks Krafft, Philip Dawson, Talita Pessoa, Valérie Morignat, Vilas Dhar, Vyara Savova
Inducing feelings of ignorance makes people more receptive to expert (economist) opinion
Category
AI Research
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Area
Large Language Model
Author
Ethan A. Meyers, Martin H. Turpin, Michał Białek, Jonathan A. Fugelsang, Derek J. Koehler
The Generative AI Revolution
Category
Ethics
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Area
Large Language Model
Author
Shabbir Merali, Ali Merali
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Category
AI Research
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Area
Large Language Model
Author
Mahmoud Assran, Quentin Duval, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael Rabbat, Yann LeCun, Nicolas Ballas
Evidence of Meaning in Language Models Trained on Programs
Category
AI Research
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Area
Large Language Model
Author
Charles Jin, Martin Rinard
Bertscore: Evaluating text generation with Bert
Category
Regulation
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Area
Matrix
Author
Tianyi Zhang, Varsha Kishore, Felix Wu, Kilian Q. Weinberger, Yoav Artzi
A Matrix for Selecting Responsible AI Frameworks
Category
AI Research
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Area
Matrix
Author
Mina Narayanan, Christian Schoeberl
Measuring Progress on Scalable Oversight for Large Language Models
Category
Ethics
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Area
Large Language Model
Author
Samuel R. Bowman, Jeeyoon Hyun, Ethan Perez, Edwin Chen, Craig Pettit, Scott Heiner, Kamilė Lukošiūtė, Amanda Askell, Andy Jones, Anna Chen, Amanda Askell, Andy Jones, Anna Chen, Anna Goldie, Azalia Mirhoseini, Cameron McKinnon, Christopher Olah, Daniela Amodei, Dario Amodei, Dawn Drain, Dustin Li, Eli Tran-Johnson, Jack Clark, Jackson Kernion, Jamie Kerr, Jared Mueller, Jeffrey Ladish, Joshua Landau, Kamal Ndousse, Liane Lovitt, Nelson Elhage, Nicholas Schiefer, Nicholas Joseph, Noemí Mercado, Nova DasSarma, Robin Larson, Sam McCandlish, Sandipan Kundu, Scott Johnston, Shauna Kravec, Sheer El Showk, Stanislav Fort, Timothy Telleen-Lawton, Tom Brown, Tom Henighan, Tristan Hume, Yuntao Bai, Zac Hatfield-Dodds, Ben Mann, Jared Kaplan
What is Similarity Between Sentences
Category
Regulation
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Area
Large Language Model
Author
Luis Serrano