Hypothesis Search: Inductive Reasoning with Language Models

Hypothesis Search: Inductive Reasoning with Language Models

11 September 2023

Noah D. Goodman

Papers citing "Hypothesis Search: Inductive Reasoning with Language Models"

17 / 67 papers shown

Title
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment Hao Tang Darren Key Kevin Ellis LLMAG 18 27 0 19 Feb 2024
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Natasha Butt Blazej Manczak Auke Wiggers Corrado Rainone David W. Zhang Michaël Defferrard Taco S. Cohen ReLM LRM 46 17 0 07 Feb 2024
The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning Daniel Cunnington Mark Law Jorge Lobo Alessandra Russo NAI 27 7 0 02 Feb 2024
EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation Jonathan W. Kim Ahmed Alaa Danilo Bernardo 19 14 0 31 Jan 2024
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models Yile Wang Sijie Cheng Zixin Sun Peng Li Yang Janet Liu ReLM LRM 17 4 0 22 Jan 2024
Robot Learning in the Era of Foundation Models: A Survey Xuan Xiao Jiahang Liu Zhipeng Wang Yanmin Zhou Yong Qi Qian Cheng Bin He Shuo Jiang AI4CE LM&Ro 16 25 0 24 Nov 2023
Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks Melanie Mitchell Alessandro B. Palmarini A. Moskvichev LRM 22 49 0 14 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 28 15 0 13 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Shafiq R. Joty Yingbo Zhou Semih Yavuz LRM 14 6 0 31 Oct 2023
Examining the Potential and Pitfalls of ChatGPT in Science and Engineering Problem-Solving Karen D. Wang E. Burkholder Carl E. Wieman S. Salehi Nicholas Haber AI4CE ELM 30 34 0 12 Oct 2023
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement Linlu Qiu Liwei Jiang Ximing Lu Melanie Sclar Valentina Pyatkin ... Bailin Wang Yoon Kim Yejin Choi Nouha Dziri Xiang Ren LRM ReLM 38 73 0 12 Oct 2023
Large Language Models as General Pattern Machines Suvir Mirchandani F. Xia Peter R. Florence Brian Ichter Danny Driess Montse Gonzalez Arenas Kanishka Rao Dorsa Sadigh Andy Zeng LLMAG 39 183 0 10 Jul 2023
Large Language Models Are Not Strong Abstract Reasoners Gael Gendron Qiming Bao Michael Witbrock Gillian Dobbie ELM LRM 19 29 0 31 May 2023
LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations Yudong Xu Wenhao Li Pashootan Vaezipoor Scott Sanner Elias Boutros Khalil LRM 21 54 0 26 May 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey Zonglin Yang Xinya Du Rui Mao Jinjie Ni Erik Cambria LRM ReLM 16 24 0 21 Mar 2023
Language Models as Inductive Reasoners Zonglin Yang Li Dong Xinya Du Hao Cheng Erik Cambria Xiaodong Liu Jianfeng Gao Furu Wei ReLM LRM 17 32 0 21 Dec 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 315 8,402 0 28 Jan 2022