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2002.05867
Cited By
Transformers as Soft Reasoners over Language
14 February 2020
Peter Clark
Oyvind Tafjord
Kyle Richardson
ReLM
OffRL
LRM
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Papers citing
"Transformers as Soft Reasoners over Language"
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Title
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Integrating Expert Knowledge into Logical Programs via LLMs
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Marco Valentino
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119
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LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning
Tianshi Zheng
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Haochen Shi
Zhilin Wang
Jiaxin Bai
Yangqiu Song
Ginny Wong
Simon See
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46
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16 Feb 2025
Logical forms complement probability in understanding language model (and human) performance
Yixuan Wang
Freda Shi
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76
2
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13 Feb 2025
Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning
Qiming Bao
Gael Gendron
A. Peng
Wanjun Zhong
N. Tan
Yang Chen
Michael Witbrock
Jiaheng Liu
LRM
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68
2
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20 Jan 2025
On Memorization of Large Language Models in Logical Reasoning
Chulin Xie
Yangsibo Huang
Chiyuan Zhang
Da Yu
Xinyun Chen
Bill Yuchen Lin
Bo Li
Badih Ghazi
Ravi Kumar
LRM
53
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30 Oct 2024
Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks
Rushang Karia
Daniel Bramblett
D. Dobhal
Siddharth Srivastava
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11 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Zonglin Yang
Wanhao Liu
Ben Gao
Tong Xie
Y. Li
Wanli Ouyang
Soujanya Poria
Erik Cambria
Dongzhan Zhou
LRM
37
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Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models
Tongxuan Liu
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Weizhe Huang
Yuting Zeng
Jiaxing Wang
Hailong Yang
Hailong Yang
Jing Li
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50
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26 Sep 2024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang
Yuchen Yan
Yang Liu
Yonggang Jin
Shuai Peng
M. Zhang
Xunliang Cai
Yixin Cao
Liangcai Gao
Zhi Tang
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46
3
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19 Sep 2024
A Mechanistic Interpretation of Syllogistic Reasoning in Auto-Regressive Language Models
Geonhee Kim
Marco Valentino
André Freitas
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28
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16 Aug 2024
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning
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Keito Kudo
Tatsuki Kuribayashi
Shusaku Sone
Masaya Taniguchi
Keisuke Sakaguchi
Kentaro Inui
LRM
29
1
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23 Jun 2024
DIEKAE: Difference Injection for Efficient Knowledge Augmentation and Editing of Large Language Models
Alessio Galatolo
Meriem Beloucif
Katie Winkle
33
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15 Jun 2024
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Yuri Kuratov
Aydar Bulatov
Petr Anokhin
Ivan Rodkin
Dmitry Sorokin
Artyom Sorokin
Mikhail Burtsev
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49
59
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14 Jun 2024
Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models
Yitian Li
Jidong Tian
Hao He
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LRM
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34
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09 May 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions
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Tamsin James
André Freitas
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33
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A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference
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23
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Harnessing Large Language Models as Post-hoc Correctors
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Kuangyu Zhou
Davide Mottin
34
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20 Feb 2024
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems
Clara Punzi
Roberto Pellungrini
Mattia Setzu
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25
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09 Feb 2024
Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities
Alex Wilf
Sihyun Shawn Lee
Paul Pu Liang
Louis-Philippe Morency
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27
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Formal Proofs as Structured Explanations: Proposing Several Tasks on Explainable Natural Language Inference
Lasha Abzianidze
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13
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Language Models can be Logical Solvers
Jiazhan Feng
Ruochen Xu
Junheng Hao
Hiteshi Sharma
Yelong Shen
Dongyan Zhao
Weizhu Chen
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47
23
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10 Nov 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models
Hanmeng Liu
Zhiyang Teng
Ruoxi Ning
Jian Liu
Qiji Zhou
Yuexin Zhang
Yue Zhang
ReLM
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70
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13 Oct 2023
Large Language Models can Learn Rules
Zhaocheng Zhu
Yuan Xue
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Denny Zhou
Jian Tang
Dale Schuurmans
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63
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10 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models
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Jieping Ye
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23
1
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Faith and Fate: Limits of Transformers on Compositionality
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Melanie Sclar
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Liwei Jian
...
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Xiang Ren
Allyson Ettinger
Zaïd Harchaoui
Yejin Choi
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329
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29 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning
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49
232
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20 May 2023
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models
Badr AlKhamissi
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Asli Celikyilmaz
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Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning
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Artur Garcez
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21
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REFINER: Reasoning Feedback on Intermediate Representations
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Boi Faltings
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04 Apr 2023
Chain-of-Thought Predictive Control
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Ling-Hao Chen
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H. Su
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Explicit Planning Helps Language Models in Logical Reasoning
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40
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Natural Language Reasoning, A Survey
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Prayag Tiwari
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49
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Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?
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Ana Brassard
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STREET: A Multi-Task Structured Reasoning and Explanation Benchmark
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George Karypis
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Large Language Models Can Be Easily Distracted by Irrelevant Context
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Reasoning with Language Model Prompting: A Survey
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APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning
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