Title
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering Lei Wang Yilang Hu Jiabang He Xingdong Xu Ning Liu Hui-juan Liu Hengtao Shen LRM MLLM 34 41 0 05 May 2023
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision Zhiqing Sun Songlin Yang Qinhong Zhou Hongxin Zhang Zhenfang Chen David D. Cox Yiming Yang Chuang Gan SyDa ALM 27 315 0 04 May 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 222 503 0 03 May 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation Jamie Yap Zhengyang Wang Zheng Li K. Lynch Bing Yin Xiang Ren LRM 78 93 0 03 May 2023
Few-shot In-context Learning for Knowledge Base Question Answering Tianle Li Xueguang Ma Alex Zhuang Yu Gu Yu-Chuan Su Wenhu Chen 102 77 0 02 May 2023
In-Context Learning Unlocked for Diffusion Models Zhendong Wang Yi Ding Yadong Lu Yelong Shen Pengcheng He Weizhu Chen Zhangyang Wang Mingyuan Zhou VLM DiffM 94 68 0 01 May 2023
Learning to Reason and Memorize with Self-Notes Jack Lanchantin Shubham Toshniwal Jason Weston Arthur Szlam Sainbayar Sukhbaatar ReLM LRM LLMAG 98 29 0 01 May 2023
Self-Evaluation Guided Beam Search for Reasoning Yuxi Xie Kenji Kawaguchi Yiran Zhao Xu Zhao MingSung Kan Junxian He Qizhe Xie LRM 166 132 0 01 May 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model Michael Hanna Ollie Liu Alexandre Variengien LRM 206 123 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 26 95 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 42 200 0 17 Apr 2023
Boosted Prompt Ensembles for Large Language Models Silviu Pitis Michael Ruogu Zhang Andrew Wang Jimmy Ba LRM LLMAG 27 40 0 12 Apr 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 38 648 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 27 92 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 41 171 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 36 5 0 04 Apr 2023
RunBugRun -- An Executable Dataset for Automated Program Repair Julian Aron Prenner Romain Robbes 41 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 39 20 0 03 Apr 2023
Eight Things to Know about Large Language Models Sam Bowman ALM 27 113 0 02 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 50 413 0 31 Mar 2023
Language Models can Solve Computer Tasks Geunwoo Kim Pierre Baldi Stephen Marcus McAleer LLMAG LM&Ro 43 344 0 30 Mar 2023
Synthesis of Mathematical programs from Natural Language Specifications G. Prasath Shirish S. Karande 35 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 27 13 0 26 Mar 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 57 17 0 25 Mar 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 32 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 27 269 0 22 Mar 2023
Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data Carlos Gemmell Jeffrey Stephen Dalton LMTD 30 13 0 17 Mar 2023
A Theory of Emergent In-Context Learning as Implicit Structure Induction Michael Hahn Navin Goyal LRM 16 78 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 35 20 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 67 95 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 98 156 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 16 48 0 21 Feb 2023
Learning Deep Semantics for Test Completion Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 33 55 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 29 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 47 370 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 45 159 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 45 207 0 14 Feb 2023
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting Xi Ye Greg Durrett LRM ReLM 32 12 0 09 Feb 2023
LExecutor: Learning-Guided Execution Beatriz Souza Michael Pradel SILM ELM 35 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 35 541 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 41 209 0 31 Jan 2023
Conversational Automated Program Repair Chun Xia Lingming Zhang KELM 43 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 96 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 36 35 0 26 Jan 2023
ExaRanker: Explanation-Augmented Neural Ranker Fernando Ferraretto Thiago Laitz R. Lotufo Rodrigo Nogueira ELM LRM 36 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 19 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 29 209 0 16 Jan 2023