Title
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model Michael Hanna Ollie Liu Alexandre Variengien LRM 189 119 0 30 Apr 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought Ori Yoran Tomer Wolfson Ben Bogin Uri Katz Daniel Deutch Jonathan Berant ReLM LRM KELM 19 94 0 25 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 31 198 0 17 Apr 2023
Boosted Prompt Ensembles for Large Language Models Silviu Pitis Michael Ruogu Zhang Andrew Wang Jimmy Ba LRM LLMAG 19 40 0 12 Apr 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 36 639 0 11 Apr 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 38 76 0 09 Apr 2023
Why think step by step? Reasoning emerges from the locality of experience Ben Prystawski Michael Y. Li Noah D. Goodman LRM ReLM 19 90 0 07 Apr 2023
REFINER: Reasoning Feedback on Intermediate Representations Debjit Paul Mete Ismayilzada Maxime Peyrard Beatriz Borges Antoine Bosselut Robert West Boi Faltings ReLM LRM 26 168 0 04 Apr 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Kang Liu Jun Zhao 28 4 0 04 Apr 2023
RunBugRun -- An Executable Dataset for Automated Program Repair Julian Aron Prenner Romain Robbes 20 11 0 03 Apr 2023
Chain-of-Thought Predictive Control Zhiwei Jia Vineet Thumuluri Fangchen Liu Ling-Hao Chen Zhiao Huang H. Su LM&Ro 23 20 0 03 Apr 2023
Eight Things to Know about Large Language Models Sam Bowman ALM 15 113 0 02 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society G. Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Bernard Ghanem SyDa ALM 19 397 0 31 Mar 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 35 337 0 30 Mar 2023
Synthesis of Mathematical programs from Natural Language Specifications G. Prasath Shirish S. Karande 19 6 0 30 Mar 2023
Koala: An Index for Quantifying Overlaps with Pre-training Corpora Thuy-Trang Vu Xuanli He Gholamreza Haffari Ehsan Shareghi CLL 19 12 0 26 Mar 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 47 17 0 25 Mar 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 22 0 0 23 Mar 2023
MEGA: Multilingual Evaluation of Generative AI Kabir Ahuja Harshita Diddee Rishav Hada Millicent Ochieng Krithika Ramesh ... T. Ganu Sameer Segal Maxamed Axmed Kalika Bali Sunayana Sitaram LM&MA LRM ELM 19 264 0 22 Mar 2023
Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data Carlos Gemmell Jeffrey Stephen Dalton LMTD 14 13 0 17 Mar 2023
A Theory of Emergent In-Context Learning as Implicit Structure Induction Michael Hahn Navin Goyal LRM 8 73 0 14 Mar 2023
Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models Alberto Testolin AIMat 25 19 0 14 Mar 2023
Architext: Language-Driven Generative Architecture Design Theodoros Galanos Antonios Liapis Georgios N. Yannakakis VLM AI4CE 26 6 0 13 Mar 2023
Baldur: Whole-Proof Generation and Repair with Large Language Models E. First M. Rabe Talia Ringer Yuriy Brun 59 92 0 08 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 90 154 0 07 Mar 2023
Extracting Victim Counts from Text Mian Zhong S. Dhuliawala Niklas Stoehr 16 5 0 23 Feb 2023
In-context Example Selection with Influences Nguyen Tai Eric Wong 9 48 0 21 Feb 2023
Learning Deep Semantics for Test Completion Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 25 54 0 20 Feb 2023
Empirical Investigation of Neural Symbolic Reasoning Strategies Yoichi Aoki Keito Kudo Tatsuki Kuribayashi Ana Brassard Masashi Yoshikawa Keisuke Sakaguchi Kentaro Inui 8 2 0 16 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 31 363 0 15 Feb 2023
The Capacity for Moral Self-Correction in Large Language Models Deep Ganguli Amanda Askell Nicholas Schiefer Thomas I. Liao Kamil.e Lukovsiut.e ... Tom B. Brown C. Olah Jack Clark Sam Bowman Jared Kaplan LRM ReLM 26 157 0 15 Feb 2023
The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development Steven I. Ross Fernando Martinez Stephanie Houde Michael J. Muller Justin D. Weisz 34 206 0 14 Feb 2023
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting Xi Ye Greg Durrett LRM ReLM 18 12 0 09 Feb 2023
LExecutor: Learning-Guided Execution Beatriz Souza Michael Pradel SILM ELM 21 13 0 05 Feb 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 28 526 0 31 Jan 2023
Faithful Chain-of-Thought Reasoning Qing Lyu Shreya Havaldar Adam Stein Li Zhang D. Rao Eric Wong Marianna Apidianaki Chris Callison-Burch ReLM LRM 19 207 0 31 Jan 2023
Conversational Automated Program Repair Chun Xia Lingming Zhang KELM 32 72 0 30 Jan 2023
Looped Transformers as Programmable Computers Angeliki Giannou Shashank Rajput Jy-yong Sohn Kangwook Lee Jason D. Lee Dimitris Papailiopoulos 10 94 0 30 Jan 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 21 35 0 26 Jan 2023
ExaRanker: Explanation-Augmented Neural Ranker Fernando Ferraretto Thiago Laitz R. Lotufo Rodrigo Nogueira ELM LRM 28 7 0 25 Jan 2023
Are Language Models Worse than Humans at Following Prompts? It's Complicated Albert Webson A. Loo Qinan Yu Ellie Pavlick LRM 11 16 0 17 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 23 208 0 16 Jan 2023
A Case Study in Engineering a Conversational Programming Assistant's Persona Steven I. Ross Michael J. Muller Fernando Martinez Stephanie Houde Justin D. Weisz 24 6 0 13 Jan 2023
GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities Jillian Bommarito M. Bommarito Daniel Martin Katz Jessica Katz ELM 20 52 0 11 Jan 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 87 34 0 01 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 156 0 31 Dec 2022
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 19 2,154 0 26 Dec 2022
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Victoria Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 31 259 0 22 Dec 2022
Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions E. Zelikman Qian Huang Gabriel Poesia Noah D. Goodman Nick Haber ReLM LRM 19 53 0 20 Dec 2022
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 32 137 0 20 Dec 2022