From LSAT: The Progress and Challenges of Complex Reasoning

2 August 2021

Papers citing "From LSAT: The Progress and Challenges of Complex Reasoning"

29 / 29 papers shown

Title
Reinforcement Learning Finetunes Small Subnetworks in Large Language Models Sagnik Mukherjee Lifan Yuan Dilek Hakkani-Tur Hao Peng 7 0 0 16 May 2025
Reasoning Capabilities and Invariability of Large Language Models Alessandro Raganato Rafael Peñaloza Marco Viviani G. Pasi ReLM LRM 82 0 0 01 May 2025
LazyReview A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews Sukannya Purkayastha Zhuang Li Anne Lauscher Lizhen Qu Iryna Gurevych 32 0 0 15 Apr 2025
Generative Evaluation of Complex Reasoning in Large Language Models Haowei Lin Xiang Wang Ruilin Yan Baizhou Huang Haotian Ye Jianhua Zhu Zihao Wang James Zou Jianzhu Ma Yitao Liang ReLM ELM LRM 234 0 0 03 Apr 2025
Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights Shubham Parashar Blake Olson Sambhav Khurana Eric Li Hongyi Ling James Caverlee Shuiwang Ji LRM ReLM 97 8 0 18 Feb 2025
Symbolic Working Memory Enhances Language Models for Complex Rule Application Siyuan Wang Zhongyu Wei Yejin Choi Xiang Ren LRM LLMAG 56 11 0 24 Aug 2024
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance Matthew Renze Erhan Guven LRM LLMAG 46 40 0 05 May 2024
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language Model Xinzhe Li Ming Liu Shang Gao RALM 48 0 0 30 Apr 2024
Logic Agent: Enhancing Validity with Logic Rule Invocation Hanmeng Liu Zhiyang Teng Chaoli Zhang Yue Zhang LRM LLMAG 45 4 0 28 Apr 2024
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding Yanda Li Dixuan Wang Jiaqing Liang Guochao Jiang Qi He Yanghua Xiao Deqing Yang LRM ELM 48 7 0 04 Apr 2024
Language models scale reliably with over-training and on downstream tasks S. Gadre Georgios Smyrnis Vaishaal Shankar Suchin Gururangan Mitchell Wortsman ... Y. Carmon Achal Dave Reinhard Heckel Niklas Muennighoff Ludwig Schmidt ALM ELM LRM 108 42 0 13 Mar 2024
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs Siyuan Wang Zhongyu Wei Yejin Choi Xiang Ren ReLM ELM LRM 16 21 0 18 Feb 2024
When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models Hai-Tao Zheng Qingyu Zhou Yuanzhen Luo Shirong Ma Yangning Li Hai-Tao Zheng Xuming Hu Philip S. Yu LRM 52 14 0 16 Feb 2024
The Effect of Sampling Temperature on Problem Solving in Large Language Models Matthew Renze Erhan Guven 60 75 0 07 Feb 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy Hongda Sun Weikai Xu Wei Liu Jian Luan Bin Wang Shuo Shang Ji-Rong Wen Rui Yan LRM 47 24 0 28 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 70 8 0 13 Oct 2023
The Confidence-Competence Gap in Large Language Models: A Cognitive Study Aniket Kumar Singh Suman Devkota Bishal Lamichhane Uttam Dhakal Chandra Dhakal LRM 24 9 0 28 Sep 2023
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models Wanjun Zhong Ruixiang Cui Yiduo Guo Yaobo Liang Shuai Lu Yanlin Wang Amin Saied Weizhu Chen Nan Duan ALM ELM 23 496 0 13 Apr 2023
Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4 Hanmeng Liu Ruoxi Ning Zhiyang Teng Jian Liu Qiji Zhou Yuexin Zhang ELM ReLM LRM 22 250 0 07 Apr 2023
Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning Siyuan Wang Zhongyu Wei Jiarong Xu Taishan Li Zhihao Fan LRM 36 5 0 21 Jan 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 71 311 0 19 Dec 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin Tiejun Zhao Chin-Yew Lin Nan Duan LRM CoGe 33 2 0 20 Oct 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 41 16 0 18 May 2022
AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension Xiao Li Gong Cheng Ziheng Chen Yawei Sun Yuzhong Qu NAI AI4CE 20 18 0 16 Mar 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning Jiangjie Chen Rui Xu Ziquan Fu Wei Shi Zhongqiao Li Xinbo Zhang Changzhi Sun Lei Li Yanghua Xiao Hao Zhou ELM 23 35 0 16 Mar 2022
DUMA: Reading Comprehension with Transposition Thinking Pengfei Zhu Hai Zhao Xiaoguang Li AI4CE 34 35 0 26 Jan 2020
One-shot Learning for Question-Answering in Gaokao History Challenge Zhuosheng Zhang Zhao Hai RALM 35 30 0 24 Jun 2018
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 62 209 0 24 May 2017