Natural Language Reasoning, A Survey

26 March 2023

Hongbo Zhang

Papers citing "Natural Language Reasoning, A Survey"

50 / 54 papers shown

Title
Auditing the Ethical Logic of Generative AI Models W. Russell Neuman Chad Coleman Ali Dasdan Safinah Ali Manan Shah ELM LRM 70 1 0 24 Apr 2025
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented Generation Alireza Salemi Chris Samarinas Hamed Zamani 26 0 0 10 Apr 2025
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning T. Zheng Yixiang Chen Chengxi Li Chunyang Li Qing Zong Haochen Shi Baixuan Xu Y. Song Ginny Y. Wong Simon See LRM 39 0 0 07 Apr 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 46 0 0 27 Mar 2025
Enhanced Bloom's Educational Taxonomy for Fostering Information Literacy in the Era of Large Language Models Yiming Luo Ting Liu Patrick Cheong-Iao Pang Dana McKay Z. Chen George Buchanan Shanton Chang AI4Ed 48 0 0 25 Mar 2025
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning Wenjie Wu Yongcheng Jing Yingjie Wang Wenbin Hu Dacheng Tao RALM LRM 66 2 0 03 Mar 2025
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction Suozhi Huang Peiyang Song Robert Joseph George Anima Anandkumar AI4TS LRM 44 2 0 25 Feb 2025
Reasoning Bias of Next Token Prediction Training Pengxiao Lin Zhongwang Zhang Zhi-Qin John Xu LRM 82 1 0 21 Feb 2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment Cheryl Li Tianyuan Xu Yiwen Guo LRM 158 2 0 05 Feb 2025
Position: Empowering Time Series Reasoning with Multimodal LLMs Yaxuan Kong Yiyuan Yang Shiyu Wang Chenghao Liu Yuxuan Liang Ming Jin Stefan Zohren Dan Pei Y. Liu Qingsong Wen AI4TS LRM 78 2 0 03 Feb 2025
ProcBench: Benchmark for Multi-Step Reasoning and Following Procedure Ippei Fujisawa Sensho Nobe Hiroki Seto Rina Onda Yoshiaki Uchida Hiroki Ikoma Pei-Chun Chien Ryota Kanai LRM 42 3 0 04 Oct 2024
Your Context Is Not an Array: Unveiling Random Access Limitations in Transformers MohammadReza Ebrahimi Sunny Panchal Roland Memisevic 33 5 0 10 Aug 2024
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation Ziya Zhou Yuhang Wu Zhiyue Wu Xinyue Zhang Ruibin Yuan Yi Ma Lu Wang Emmanouil Benetos Wei Xue Yi-Ting Guo LRM 48 2 0 31 Jul 2024
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 33 35 0 02 Apr 2024
NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models Lizhou Fan Wenyue Hua Xiang Li Kaijie Zhu Mingyu Jin ... Haoyang Ling Jinkui Chi Jindong Wang Xin Ma Yongfeng Zhang LRM 37 14 0 04 Mar 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 33 66 0 10 Jan 2024
Conditions for Length Generalization in Learning Reasoning Skills Changnan Xiao Bing Liu LRM 34 7 0 22 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 33 52 0 20 Nov 2023
InfiMM-Eval: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models Xiaotian Han Quanzeng You Yongfei Liu Wentao Chen Huangjie Zheng ... Yiqi Wang Bohan Zhai Jianbo Yuan Heng Wang Hongxia Yang ReLM LRM ELM 73 9 0 20 Nov 2023
LogicNet: A Logical Consistency Embedded Face Attribute Learning Network Haiyu Wu Sicong Tian Huayu Li Kevin W. Bowyer 26 2 0 19 Nov 2023
Transformers in the Service of Description Logic-based Contexts Angelos Poulis Eleni Tsalapati Manolis Koubarakis LRM ReLM 20 0 0 15 Nov 2023
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with Fast and Slow Reasoning and Filtered Rules Mohammad Hossein Khojasteh Najmeh Torabian Ali Farjami Saeid Hosseini B. Minaei-Bidgoli LRM 27 0 0 21 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 43 22 0 08 Oct 2023
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models Man Luo Shrinidhi Kumbhar Ming shen Mihir Parmar Neeraj Varshney Pratyay Banerjee Somak Aditya Chitta Baral ReLM ELM LRM 45 25 0 02 Oct 2023
BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models Wei Qi Leong Jian Gang Ngui Yosephine Susanto Hamsawardhini Rengarajan Kengatharaiyer Sarveswaran William-Chandra Tjhi 21 9 0 12 Sep 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 26 9 0 15 Aug 2023
Forward-Backward Reasoning in Large Language Models for Mathematical Verification Weisen Jiang Han Shi L. Yu Zheng Liu Yu Zhang Zhenguo Li James T. Kwok LRM 39 25 0 15 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 39 32 0 07 Aug 2023
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond Fangzhi Xu Qika Lin Jiawei Han Tianzhe Zhao Jun Liu Erik Cambria ELM LRM 38 31 0 16 Jun 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information Mehran Kazemi Quan Yuan Deepti Bhatia Najoung Kim Xin Xu Vaiva Imbrasaite Deepak Ramachandran LRM 24 38 0 13 Jun 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 29 6 0 21 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 286 2,232 0 22 Mar 2023
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure Yinya Huang Hongming Zhang Ruixin Hong Xiaodan Liang Changshui Zhang Dong Yu LRM 54 7 0 22 Oct 2022
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
WikiWhy: Answering and Explaining Cause-and-Effect Questions Matthew Ho Aditya Sharma Justin Chang Michael Stephen Saxon Sharon Levy Yujie Lu William Yang Wang ReLM KELM LRM 64 16 0 21 Oct 2022
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 121 275 0 03 Oct 2022
Is a Question Decomposition Unit All We Need? Pruthvi H. Patel Swaroop Mishra Mihir Parmar Chitta Baral ReLM 144 51 0 25 May 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,077 0 24 May 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 223 190 0 24 May 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Guy Van den Broeck NAI ReLM OOD LRM 134 103 0 23 May 2022
Interpretable Proof Generation via Iterative Backward Reasoning Hanhao Qu Yu Cao Jun Gao Liang Ding Ruifeng Xu LRM 128 15 0 22 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 314 3,237 0 21 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 355 8,457 0 28 Jan 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 246 52 0 27 Jan 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 85 52 0 14 Sep 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension Naoya Inoue H. Trivedi Steven K. Sinha Niranjan Balasubramanian Kentaro Inui 52 14 0 14 Sep 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 254 33 0 18 Apr 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
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 250 672 0 06 Jan 2021