Title
Predicate Renaming via Large Language Models Elisabetta Gentili Tony Ribeiro Fabrizio Riguzzi Katsumi Inoue LRM 99 0 0 29 Oct 2025
A Survey of Inductive Reasoning for Large Language Models Kedi Chen Dezhao Ruan Yuhao Dan Y. Wang Siyu Yan ... Biqing Qi Linyang Li Qipeng Guo Xiaoming Shi Wei-na Zhang LRM 130 3 0 11 Oct 2025
GEAR: A General Evaluation Framework for Abductive Reasoning Kaiyu He Peilin Wu Mian Zhang Kun Wan Wentian Zhao Xinya Du Zhiyu Zoey Chen ELM LRM 85 0 0 28 Sep 2025
Enhancing Computational Cognitive Architectures with LLMs: A Case Study Ron Sun 109 0 0 13 Sep 2025
On LLM-Based Scientific Inductive Reasoning Beyond Equations Brian S. Lin Jiaxin Yuan Z. Zhou S. Wang Shuo Wang ... Qi Shi Yuxuan Li Liner Yang Zhiyuan Liu Maosong Sun LRM 104 0 0 12 Sep 2025
Language Models Do Not Follow Occam's Razor: A Benchmark for Inductive and Abductive Reasoning Yunxin Sun Abulhair Saparov ReLM LRM 96 0 0 03 Sep 2025
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models Kaiyu He Zhiyu Chen ReLM LRM ELM 338 3 0 28 May 2025
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space Hengli Li Chenxi Li Tong Wu Xuekai Zhu Yuxuan Wang ... Eric Hanchen Jiang Song-Chun Zhu Zixia Jia Ying Nian Wu Zilong Zheng LRM 401 17 0 19 May 2025
Improving In-Context Learning with Reasoning Distillation Nafis Sadeq Xin Xu Zhouhang Xie Julian McAuley Byungkyu Kang Prarit Lamba Xiang Gao RALM ReLM LRM 214 0 0 14 Apr 2025
On Language Models' Sensitivity to Suspicious Coincidences Sriram Padmanabhan Kanishka Misra Kyle Mahowald Eunsol Choi ReLM LRM 204 0 0 13 Apr 2025
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Yong Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Rui Wang Weizhen He Wanli Ouyang Xiaoshi Zhong Dongzhan Zhou 322 22 0 27 Mar 2025
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy ObservationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chunyang Li Weiqi Wang Tianshi Zheng Yangqiu Song LRM 426 14 0 22 Feb 2025
Inductive Linguistic Reasoning with Large Language Models Raghav Ramji Keshav Ramji LRM ReLM ELM 102 2 0 09 Dec 2024
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 420 2 0 13 Nov 2024
MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Jiachun Li Pengfei Cao Zhuoran Jin Yubo Chen Kang Liu Jun Zhao LRM ELM 339 13 0 12 Oct 2024
Mars: Situated Inductive Reasoning in an Open-World EnvironmentNeural Information Processing Systems (NeurIPS), 2024 Xiaojuan Tang Jiaqi Li Yitao Liang Song-chun Zhu Muhan Zhang Zilong Zheng LM&Ro LRM LLMAG 360 9 0 10 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific HypothesesInternational Conference on Learning Representations (ICLR), 2024 Zonglin Yang Wanhao Liu Ben Gao Tong Xie You Li Wanli Ouyang Soujanya Poria Xiaoshi Zhong Dongzhan Zhou LRM 516 43 0 09 Oct 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 403 69 0 09 Jun 2024
Hypothesis Generation with Large Language Models Yangqiaoyu Zhou Haokun Liu Tejes Srivastava Hongyuan Mei Chenhao Tan LRM 232 61 0 05 Apr 2024
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 340 85 0 02 Apr 2024
SoK: Memorization in General-Purpose Large Language Models Valentin Hartmann Anshuman Suri Vincent Bindschaedler David Evans Shruti Tople Robert West KELM LLMAG 304 36 0 24 Oct 2023
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis RefinementInternational Conference on Learning Representations (ICLR), 2023 Linlu Qiu Liwei Jiang Ximing Lu Melanie Sclar Valentina Pyatkin ... Bailin Wang Yoon Kim Yejin Choi Nouha Dziri Xiang Ren LRM ReLM 389 106 0 12 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 317 86 0 10 Oct 2023
Large Language Models for Automated Open-domain Scientific Hypotheses DiscoveryAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zonglin Yang Xinya Du Junxian Li Jie Zheng Soujanya Poria Xiaoshi Zhong LRM 244 83 0 06 Sep 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language ModelsChina National Conference on Chinese Computational Linguistics (CNCCL), 2023 Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 189 23 0 15 Aug 2023
Large Language Models Are Not Strong Abstract ReasonersInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Gaël Gendron Qiming Bao Michael Witbrock Gillian Dobbie ELM LRM 310 62 0 31 May 2023
Large Language Model Programs Imanol Schlag Sainbayar Sukhbaatar Asli Celikyilmaz Anuj Kumar Jason Weston Jürgen Schmidhuber Xian Li LRM 197 16 0 09 May 2023
Natural Language Reasoning, A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 290 93 0 26 Mar 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey Zonglin Yang Xinya Du Rui Mao Jinjie Ni Xiaoshi Zhong LRM ReLM 171 36 0 21 Mar 2023
Goal Driven Discovery of Distributional Differences via Language DescriptionsNeural Information Processing Systems (NeurIPS), 2023 Ruiqi Zhong Peter Zhang Steve Li Jinwoo Ahn Dan Klein Jacob Steinhardt 283 62 0 28 Feb 2023
Towards Reasoning in Large Language Models: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 908 796 0 20 Dec 2022
Reasoning with Language Model Prompting: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 671 385 0 19 Dec 2022

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Language Models as Inductive Reasoners

Papers citing "Language Models as Inductive Reasoners"