Exploring the Limitations of Large Language Models in Compositional
Relation Reasoning

Exploring the Limitations of Large Language Models in Compositional Relation Reasoning

5 March 2024

Papers citing "Exploring the Limitations of Large Language Models in Compositional Relation Reasoning"

11 / 11 papers shown

Title
Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data Jiaming Zhou Abbas Ghaddar Ge Zhang Liheng Ma Yaochen Hu Soumyasundar Pal Mark J. Coates Bin Wang Yingxue Zhang Jianye Hao ReLM LRM 35 4 0 19 Sep 2024
SELF-GUIDE: Better Task-Specific Instruction Following via Self-Synthetic Finetuning Chenyang Zhao Xueying Jia Vijay Viswanathan Tongshuang Wu Graham Neubig SyDa ALM 32 25 0 16 Jul 2024
Timo: Towards Better Temporal Reasoning for Language Models Zhaochen Su Jun Zhang Tong Zhu Xiaoye Qu Juntao Li Min Zhang Yu Cheng LRM 47 17 0 20 Jun 2024
Cognitively Inspired Energy-Based World Models Alexi Gladstone Ganesh Nanduru Md. Mofijul Islam Aman Chadha Jundong Li Tariq Iqbal 31 0 0 13 Jun 2024
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 170 324 0 06 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,217 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 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
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 671 0 06 Jan 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 242 490 0 16 Oct 2019