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Natural Language Reasoning, A Survey
v1v2 (latest)

Natural Language Reasoning, A Survey

ACM Computing Surveys (ACM Comput. Surv.), 2023
26 March 2023
Fei Yu
Hongbo Zhang
Prayag Tiwari
Benyou Wang
    ReLMLRM
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)Github (196★)

Papers citing "Natural Language Reasoning, A Survey"

31 / 31 papers shown
How Well Do LLMs Understand Drug Mechanisms? A Knowledge + Reasoning Evaluation Dataset
How Well Do LLMs Understand Drug Mechanisms? A Knowledge + Reasoning Evaluation Dataset
Sunil Mohan
Theofanis Karaletsos
152
1
0
09 Nov 2025
HA-RAG: Hotness-Aware RAG Acceleration via Mixed Precision and Data Placement
HA-RAG: Hotness-Aware RAG Acceleration via Mixed Precision and Data Placement
Danying Ge
Jianhua Gao
Yixue Yang
Weixing Ji
218
0
0
23 Oct 2025
Interpretability Framework for LLMs in Undergraduate Calculus
Interpretability Framework for LLMs in Undergraduate Calculus
Sagnik Dakshit
Sushmita Sinha Roy
LRM
174
0
0
19 Oct 2025
LogiNumSynth: Synthesizing Joint Logical-Numerical Reasoning Problems for Language Models
LogiNumSynth: Synthesizing Joint Logical-Numerical Reasoning Problems for Language Models
Yiwei Liu
Y. Li
Xiao Li
Gong Cheng
LRM
101
1
0
13 Oct 2025
GEAR: A General Evaluation Framework for Abductive Reasoning
GEAR: A General Evaluation Framework for Abductive Reasoning
Kaiyu He
Peilin Wu
Mian Zhang
Kun Wan
Wentian Zhao
Xinya Du
Zhiyu Zoey Chen
ELMLRM
159
2
0
28 Sep 2025
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs
Sidharth Surapaneni
Hoang Nguyen
Jash Mehta
Aman Tiwari
Oluwanifemi Bamgbose
Akshay Kalkunte
Sai Rajeswar
Sathwik Tejaswi Madhusudhan
AuLLMELM
234
1
0
09 Sep 2025
Explain Before You Answer: A Survey on Compositional Visual Reasoning
Explain Before You Answer: A Survey on Compositional Visual Reasoning
Fucai Ke
Joy Hsu
Zhixi Cai
Zixian Ma
Xin Zheng
...
P. D. Haghighi
Gholamreza Haffari
Ranjay Krishna
Jiajun Wu
H. Rezatofighi
ReLMCoGeLRM
419
15
0
24 Aug 2025
Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models
Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models
Y. Liu
Haoxi Li
Xiaosong Ma
Jie Zhang
Song Guo
LRM
350
4
0
03 Jul 2025
OptScale: Probabilistic Optimality for Inference-time Scaling
OptScale: Probabilistic Optimality for Inference-time Scaling
Youkang Wang
Jian Wang
Rubing Chen
Xiao-Yong Wei
LRM
188
2
0
27 Jun 2025
BF-Max: an Efficient Bit Flipping Decoder with Predictable Decoding Failure Rate
BF-Max: an Efficient Bit Flipping Decoder with Predictable Decoding Failure RateInternational Symposium on Information Theory (ISIT), 2025
Alessio Baldelli
Marco Baldi
F. Chiaraluce
Paolo Santini
437
2
0
11 Jun 2025
Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation
Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation
Uttej Kallakurik
Edward Humes
Rithvik Jonna
Xiaomin Lin
T. Mohsenin
MedImLM&MA
427
4
0
07 Jun 2025
AKReF: An argumentative knowledge representation framework for structured argumentation
AKReF: An argumentative knowledge representation framework for structured argumentation
Debarati Bhattacharjee
Ashish Anand
292
0
0
31 May 2025
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models
Kaiyu He
Zhiyu Chen
ReLMLRMELM
452
4
0
28 May 2025
On the Thinking-Language Modeling Gap in Large Language Models
On the Thinking-Language Modeling Gap in Large Language Models
Chenxi Liu
Yongqiang Chen
Tongliang Liu
James Cheng
Bo Han
Kun Zhang
LRMAI4CE
403
1
0
19 May 2025
LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data Generation
LLM-based Automated Theorem Proving Hinges on Scalable Synthetic Data Generation
Junyu Lai
Jiakun Zhang
Shuo Xu
Taolue Chen
Zihang Wang
Yao Yang
Jiarui Zhang
Chun Cao
Jingwei Xu
357
1
0
17 May 2025
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning
Tianshi Zheng
Yixiang Chen
Chengxi Li
Chunyang Li
Qing Zong
Haochen Shi
Baixuan Xu
Yangqiu Song
Ginny Wong
Simon See
LRM
472
27
0
07 Apr 2025
SWI: Speaking with Intent in Large Language Models
SWI: Speaking with Intent in Large Language Models
Yuwei Yin
EunJeong Hwang
Giuseppe Carenini
LRM
533
2
0
27 Mar 2025
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction
Suozhi Huang
Peiyang Song
Robert Joseph George
Julius Berner
AI4TSLRM
465
5
0
25 Feb 2025
Reasoning Bias of Next Token Prediction Training
Reasoning Bias of Next Token Prediction Training
Pengxiao Lin
Zhongwang Zhang
Zhi-Qin John Xu
LRM
545
3
0
21 Feb 2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment
Cheryl Li
Tianyuan Xu
Yiwen Guo
LRM
1.1K
12
0
05 Feb 2025
Exploring the Reasoning Abilities of Multimodal Large Language Models
  (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning
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
522
161
0
10 Jan 2024
Conditions for Length Generalization in Learning Reasoning Skills
Conditions for Length Generalization in Learning Reasoning Skills
Changnan Xiao
Bing Liu
LRM
411
7
0
22 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From
  Chain-of-Thought Reasoning to Language Agents
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
LLMAGLM&RoLRM
401
113
0
20 Nov 2023
Emulating the Human Mind: A Neural-symbolic Link Prediction Model with
  Fast and Slow Reasoning and Filtered Rules
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
302
0
0
21 Oct 2023
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical
  Reasoning Capabilities of Language Models
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
ReLMELMLRM
536
48
0
02 Oct 2023
Through the Lens of Core Competency: Survey on Evaluation of Large
  Language Models
Through the Lens of Core Competency: Survey on Evaluation of Large Language ModelsChina National Conference on Chinese Computational Linguistics (CNCCL), 2023
Ziyu Zhuang
Qiguang Chen
Longxuan Ma
Mingda Li
Yi Han
Yushan Qian
Haopeng Bai
Zixian Feng
Weinan Zhang
Ting Liu
ELM
223
24
0
15 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage
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
LLMAGLM&Ro
496
61
0
07 Aug 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory
  Information
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory InformationNeural Information Processing Systems (NeurIPS), 2023
Mehran Kazemi
Quan Yuan
Deepti Bhatia
Najoung Kim
Xin Xu
Vaiva Imbrasaite
Deepak Ramachandran
LRM
306
66
0
13 Jun 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large
  Language Models
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023
Oana Ignat
Zhijing Jin
Artem Abzaliev
Laura Biester
Santiago Castro
...
Verónica Pérez-Rosas
Siqi Shen
Zekun Wang
Winston Wu
Amélie Reymond
LRM
387
8
0
21 May 2023
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution GeneralisationInternational Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2022
Qiming Bao
A. Peng
Tim Hartill
N. Tan
Zhenyun Deng
Michael Witbrock
Jiamou Liu
ReLMOODNAILRM
606
18
0
28 Jul 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey
Pre-trained Language Models in Biomedical Domain: A Systematic SurveyACM Computing Surveys (CSUR), 2021
Benyou Wang
Qianqian Xie
Jiahuan Pei
Zhihong Chen
Prayag Tiwari
Zhao Li
Jie Fu
LM&MAAI4CE
561
225
0
11 Oct 2021
1
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