Title
Towards an AI co-scientist Juraj Gottweis W. Weng Alexander Daryin T. Tu Anil Palepu ... Gary Peltz Yunhan Xu Annalisa Pawlosky Alan Karthikesalingam Vivek Natarajan LLMAG 64 38 0 26 Feb 2025
Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models Marianna Nezhurina Lucia Cipolina-Kun Mehdi Cherti J. Jitsev LLMAG LRM ELM ReLM 69 30 0 04 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 87 176 0 01 Jun 2024
Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment A. Abdel-Rehim Hector Zenil Oghenejokpeme I. Orhobor Marie Fisher Ross J. Collins ... Gareth W. Fearnley Emma Tate Holly X. Smith Larisa B. Soldatova Ross D. King LM&MA 81 7 0 20 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 59 215 0 10 May 2024
Reverse Training to Nurse the Reversal Curse O. Yu. Golovneva Zeyuan Allen-Zhu Jason Weston Sainbayar Sukhbaatar 53 35 0 20 Mar 2024
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Yijia Shao Yucheng Jiang Theodore A. Kanell Peter Xu Omar Khattab Monica S. Lam LLMAG KELM 53 39 0 22 Feb 2024
Assessing and Understanding Creativity in Large Language Models Yunpu Zhao Rui Zhang Wenyi Li Di Huang Jiaming Guo ... Xingui Hu Zidong Du Qi Guo Ling Li Yunji Chen LRM 62 24 0 23 Jan 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models Asma Ghandeharioun Avi Caciularu Adam Pearce Lucas Dixon Mor Geva 53 97 0 11 Jan 2024
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Anku Rani Vipula Rawte Aman Chadha Amitava Das HILM 68 193 0 02 Jan 2024
Can large language models provide useful feedback on research papers? A large-scale empirical analysis Weixin Liang Yuhui Zhang Hancheng Cao Binglu Wang Daisy Ding ... Siyu He D. Smith Yian Yin Daniel A. McFarland James Y. Zou ALM LM&MA 42 136 0 03 Oct 2023
Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 66 105 0 11 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 55 70 0 31 Aug 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations Yanda Chen Ruiqi Zhong Narutatsu Ri Chen Zhao He He Jacob Steinhardt Zhou Yu Kathleen McKeown LRM 41 49 0 17 Jul 2023
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation Neeraj Varshney Wenlin Yao Hongming Zhang Jianshu Chen Dong Yu HILM 54 167 0 08 Jul 2023
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri Ximing Lu Melanie Sclar Xiang Lorraine Li Liwei Jian ... Sean Welleck Xiang Ren Allyson Ettinger Zaïd Harchaoui Yejin Choi ReLM LRM 50 358 0 29 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 31 111 0 25 May 2023
Explaining black box text modules in natural language with language models Chandan Singh Aliyah R. Hsu Richard Antonello Shailee Jain Alexander G. Huth Bin Yu Jianfeng Gao MILM 41 51 0 17 May 2023
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality Emre Kıcıman Robert Osazuwa Ness Amit Sharma Chenhao Tan LRM ELM 54 269 0 28 Apr 2023
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning J. H. Caufield Harshad B. Hegde Vincent Emonet N. Harris marcin p. joachimiak ... Sierra A T Moxon Justin P Reese M. Haendel Peter N. Robinson Christopher J. Mungall 46 82 0 05 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 101 13,788 0 15 Mar 2023
GFlowNets for AI-Driven Scientific Discovery Moksh Jain T. Deleu Jason S. Hartford Cheng-Hao Liu Alex Hernandez-Garcia Yoshua Bengio AI4CE 43 50 0 01 Feb 2023
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 68 257 0 17 Oct 2022
STaR: Bootstrapping Reasoning With Reasoning E. Zelikman Yuhuai Wu Jesse Mu Noah D. Goodman ReLM LRM 60 459 0 28 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 484 9,009 0 28 Jan 2022
Simulation Intelligence: Towards a New Generation of Scientific Methods Alexander Lavin D. Krakauer Hector Zenil Justin Emile Gottschlich Tim Mattson ... A. Hanuka Manuela Veloso Samuel A. Assefa Stephan Zheng Avi Pfeffer 50 109 0 06 Dec 2021
Shaking the foundations: delusions in sequence models for interaction and control Pedro A. Ortega M. Kunesch Grégoire Delétang Tim Genewein Jordi Grau-Moya ... Yutian Chen Scott E. Reed Marcus Hutter Nando de Freitas Shane Legg 22 64 0 20 Oct 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 98 5,328 0 07 Jul 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 358 28,659 0 26 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 279 4,873 0 24 Feb 2021
ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction Seyone Chithrananda Gabriel Grand Bharath Ramsundar AI4CE 41 395 0 19 Oct 2020
Technology Readiness Levels for AI & ML Alexander Lavin Ajay Sharma VLM 29 107 0 21 Jun 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 320 4,662 0 23 Jan 2020
Machine learning for molecular simulation Frank Noé A. Tkatchenko K. Müller C. Clementi AI4CE 45 652 0 07 Nov 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 497 2,639 0 03 Sep 2019
Attention is not not Explanation Sarah Wiegreffe Yuval Pinter XAI AAML FAtt 11 901 0 13 Aug 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 68 1,307 0 26 Feb 2019