LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | He, Kang, Roy, Kaushik |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models
by: Chung, Tsz Ting, et al.
Published: (2025)
by: Chung, Tsz Ting, et al.
Published: (2025)
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities
by: Hua, Wenyue, et al.
Published: (2024)
by: Hua, Wenyue, et al.
Published: (2024)
Logical Structure as Knowledge: Enhancing LLM Reasoning via Structured Logical Knowledge Density Estimation
by: Bi, Zhen, et al.
Published: (2025)
by: Bi, Zhen, et al.
Published: (2025)
FLARE: Faithful Logic-Aided Reasoning and Exploration
by: Arakelyan, Erik, et al.
Published: (2024)
by: Arakelyan, Erik, et al.
Published: (2024)
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
by: Lin, Bill Yuchen, et al.
Published: (2025)
by: Lin, Bill Yuchen, et al.
Published: (2025)
Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation
by: Jeong, Jiwon, et al.
Published: (2025)
by: Jeong, Jiwon, et al.
Published: (2025)
Mathematical Reasoning in Large Language Models: Assessing Logical and Arithmetic Errors across Wide Numerical Ranges
by: Shrestha, Safal, et al.
Published: (2025)
by: Shrestha, Safal, et al.
Published: (2025)
Exploring the Reversal Curse and Other Deductive Logical Reasoning in BERT and GPT-Based Large Language Models
by: Wu, Da, et al.
Published: (2023)
by: Wu, Da, et al.
Published: (2023)
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
by: Zhao, Xufeng, et al.
Published: (2023)
by: Zhao, Xufeng, et al.
Published: (2023)
ProofSketch: Efficient Verified Reasoning for Large Language Models
by: Sheshanarayana, Disha, et al.
Published: (2025)
by: Sheshanarayana, Disha, et al.
Published: (2025)
JustLogic: A Comprehensive Benchmark for Evaluating Deductive Reasoning in Large Language Models
by: Chen, Michael K., et al.
Published: (2025)
by: Chen, Michael K., et al.
Published: (2025)
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models
by: Qasim, Kaleem Ullah, et al.
Published: (2025)
by: Qasim, Kaleem Ullah, et al.
Published: (2025)
SLR: Automated Synthesis for Scalable Logical Reasoning
by: Helff, Lukas, et al.
Published: (2025)
by: Helff, Lukas, et al.
Published: (2025)
Are Language Models Efficient Reasoners? A Perspective from Logic Programming
by: Opedal, Andreas, et al.
Published: (2025)
by: Opedal, Andreas, et al.
Published: (2025)
Logically Consistent Language Models via Neuro-Symbolic Integration
by: Calanzone, Diego, et al.
Published: (2024)
by: Calanzone, Diego, et al.
Published: (2024)
Conflict-Aware Fusion: Mitigating Logic Inertia in Large Language Models via Structured Cognitive Priors
by: Bao, Qiming, et al.
Published: (2025)
by: Bao, Qiming, et al.
Published: (2025)
LOLAMEME: Logic, Language, Memory, Mechanistic Framework
by: Desai, Jay, et al.
Published: (2024)
by: Desai, Jay, et al.
Published: (2024)
Solving Inequality Proofs with Large Language Models
by: Lu, Pan, et al.
Published: (2025)
by: Lu, Pan, et al.
Published: (2025)
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
by: He, Shiqi, et al.
Published: (2025)
by: He, Shiqi, et al.
Published: (2025)
A Implies B: Circuit Analysis in LLMs for Propositional Logical Reasoning
by: Hong, Guan Zhe, et al.
Published: (2024)
by: Hong, Guan Zhe, et al.
Published: (2024)
LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts
by: Xiao, Yijia, et al.
Published: (2024)
by: Xiao, Yijia, et al.
Published: (2024)
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
by: Zollo, Thomas P., et al.
Published: (2023)
by: Zollo, Thomas P., et al.
Published: (2023)
The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness
by: Sahoo, Subramanyam, et al.
Published: (2026)
by: Sahoo, Subramanyam, et al.
Published: (2026)
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages
by: Zuo, Max, et al.
Published: (2024)
by: Zuo, Max, et al.
Published: (2024)
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
by: Li, Yanda, et al.
Published: (2024)
by: Li, Yanda, et al.
Published: (2024)
The Geometry of Reasoning: Flowing Logics in Representation Space
by: Zhou, Yufa, et al.
Published: (2025)
by: Zhou, Yufa, et al.
Published: (2025)
Align to Structure: Aligning Large Language Models with Structural Information
by: Kim, Zae Myung, et al.
Published: (2025)
by: Kim, Zae Myung, et al.
Published: (2025)
Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models
by: Wu, Junfei, et al.
Published: (2024)
by: Wu, Junfei, et al.
Published: (2024)
A Comparative Study of Neurosymbolic AI Approaches to Interpretable Logical Reasoning
by: Chen, Michael K.
Published: (2025)
by: Chen, Michael K.
Published: (2025)
Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection
by: Lalwani, Abhinav, et al.
Published: (2024)
by: Lalwani, Abhinav, et al.
Published: (2024)
Disentangling Exploration of Large Language Models by Optimal Exploitation
by: Grams, Tim, et al.
Published: (2025)
by: Grams, Tim, et al.
Published: (2025)
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints
by: Ahmed, Kareem, et al.
Published: (2023)
by: Ahmed, Kareem, et al.
Published: (2023)
Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression
by: Huang, Jiameng, et al.
Published: (2025)
by: Huang, Jiameng, et al.
Published: (2025)
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
by: Chen, Zhipeng, et al.
Published: (2025)
by: Chen, Zhipeng, et al.
Published: (2025)
Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
LLaSA: Large Language and Structured Data Assistant
by: Xu, Yao, et al.
Published: (2024)
by: Xu, Yao, et al.
Published: (2024)
Large Language and Reasoning Models are Shallow Disjunctive Reasoners
by: Khalid, Irtaza, et al.
Published: (2025)
by: Khalid, Irtaza, et al.
Published: (2025)
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
by: Chi, Haoang, et al.
Published: (2025)
by: Chi, Haoang, et al.
Published: (2025)
$T^2$ of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models
by: Cai, Chengkun, et al.
Published: (2024)
by: Cai, Chengkun, et al.
Published: (2024)
$π^2$: Structure-Originated Reasoning Data Improves Long-Context Reasoning Ability of Large Language Models
by: Do, Quyet V., et al.
Published: (2026)
by: Do, Quyet V., et al.
Published: (2026)
Similar Items
-
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models
by: Chung, Tsz Ting, et al.
Published: (2025) -
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities
by: Hua, Wenyue, et al.
Published: (2024) -
Logical Structure as Knowledge: Enhancing LLM Reasoning via Structured Logical Knowledge Density Estimation
by: Bi, Zhen, et al.
Published: (2025) -
FLARE: Faithful Logic-Aided Reasoning and Exploration
by: Arakelyan, Erik, et al.
Published: (2024) -
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
by: Lin, Bill Yuchen, et al.
Published: (2025)