Conceptual and Unbiased Reasoning in Language Models

Conceptual and Unbiased Reasoning in Language Models

30 March 2024

Dian Yu

Dong Yu

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Papers citing "Conceptual and Unbiased Reasoning in Language Models"

12 / 12 papers shown

Title
BOW: Bottlenecked Next Word Exploration Ming shen Zhikun Xu Xiao Ye Jacob Dineen Ben Zhou OffRL LRM 35 0 0 16 Jun 2025
AUTOCT: Automating Interpretable Clinical Trial Prediction with LLM Agents Fengze Liu Haoyu Wang Joonhyuk Cho Dan Roth Andrew W. Lo 51 0 0 04 Jun 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs Hai-Tao Zheng Jiayi Kuang Haojing Huang Zhikun Xu Xinnian Liang ... Jue Chen Chao Qu Ying Shen Hai-Tao Zheng Philip S. Yu LRM 148 2 0 12 Feb 2025
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty Qing Zong Zhaoxiang Wang Tianshi Zheng Xiyu Ren Yangqiu Song 157 3 0 28 Dec 2024
ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning Xiaodong Yu Ben Zhou Hao Cheng Dan Roth ReLM LRM 73 3 0 24 Oct 2024
ToW: Thoughts of Words Improve Reasoning in Large Language Models Zhikun Xu Ming shen Jacob Dineen Zhaonan Li Xiao Ye Shijie Lu Aswin Rrv Chitta Baral Ben Zhou LRM 456 1 0 21 Oct 2024
Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction Kaiqiao Han Tianqing Fang Zhaowei Wang Yangqiu Song Mark Steedman LRM 148 4 0 15 Oct 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 247 132 0 18 Sep 2024
Explicit Inductive Inference using Large Language Models Tianyang Liu Tianyi Li Liang Cheng Mark Steedman 87 0 0 26 Aug 2024
Abstraction-of-Thought Makes Language Models Better Reasoners Ruixin Hong Hongming Zhang Xiaoman Pan Dong Yu Changshui Zhang LRM 110 8 0 18 Jun 2024
Towards Rationality in Language and Multimodal Agents: A Survey Bowen Jiang Yangxinyu Xie Xiaomeng Wang Yuan Yuan Camillo J Taylor Tanwi Mallick Weijie J. Su Camillo J. Taylor Tanwi Mallick LLMAG 89 6 0 01 Jun 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 188 6 0 18 Apr 2024