Language Models with Rationality

23 May 2023

Oyvind Tafjord

Papers citing "Language Models with Rationality"

21 / 21 papers shown

Title
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 147 0 0 28 Mar 2025
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering Nathaniel Weir Bhavana Dalvi Mishra Orion Weller Oyvind Tafjord Sam Hornstein Alexander Sabol Peter Alexander Jansen Benjamin Van Durme Peter Clark LRM KELM 109 0 0 23 Dec 2024
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces Jihan Yang Shusheng Yang Anjali W. Gupta Rilyn Han Li Fei-Fei Saining Xie LRM 121 51 0 18 Dec 2024
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios Xiachong Feng Longxu Dou Ella Li Qinghao Wang Haoran Wang Yu Guo Chang Ma Lingpeng Kong LM&Ro LM&MA ELM LLMAG AI4CE 75 4 0 05 Dec 2024
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models Yinhong Liu Zhijiang Guo Tianya Liang Ehsan Shareghi Ivan Vulić Nigel Collier 116 0 0 03 Oct 2024
Automated Theorem Provers Help Improve Large Language Model Reasoning Lachlan McGinness Peter Baumgartner LRM 38 4 0 07 Aug 2024
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 77 5 0 11 Jun 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms Clayton Sanford Bahare Fatemi Ethan Hall Anton Tsitsulin Seyed Mehran Kazemi Jonathan J. Halcrow Bryan Perozzi Vahab Mirrokni 44 30 0 28 May 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 76 5 0 18 Apr 2024
Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought James Chua Edward Rees Hunar Batra Samuel R. Bowman Julian Michael Ethan Perez Miles Turpin LRM 41 13 0 08 Mar 2024
Patient-Centric Knowledge Graphs: A Survey of Current Methods, Challenges, and Applications Hassan S. Al Khatib Subash Neupane Harish Kumar Manchukonda Noorbakhsh Amiri Golilarz Sudip Mittal Amin Amirlatifi Shahram Rahimi 45 2 0 20 Feb 2024
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning Xiaoming Shi Siqiao Xue Kangrui Wang Fan Zhou James Y. Zhang Jun-ping Zhou Chenhao Tan Hongyuan Mei ReLM LRM 30 42 0 26 May 2023
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning Oyvind Tafjord Bhavana Dalvi Peter Clark ReLM KELM LRM 62 52 0 21 Oct 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 112 107 0 22 Sep 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 229 190 0 24 May 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 389 8,495 0 28 Jan 2022
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark KELM LRM 245 64 0 29 Sep 2021
Explaining Answers with Entailment Trees Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 239 184 0 17 Apr 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 269 346 0 01 Feb 2021
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 231 656 0 09 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019