Saved in:
| Main Authors: | Su, Ying, Liu, Mingwen, Guo, Zhijiang |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2311.06736 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PCRLLM: Proof-Carrying Reasoning with Large Language Models under Stepwise Logical Constraints
by: Li, Tangrui, et al.
Published: (2025)
by: Li, Tangrui, et al.
Published: (2025)
LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models
by: He, Kang, et al.
Published: (2025)
by: He, Kang, et al.
Published: (2025)
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
by: Li, Songze, et al.
Published: (2025)
by: Li, Songze, et al.
Published: (2025)
Empowering LLMs with Logical Reasoning: A Comprehensive Survey
by: Cheng, Fengxiang, et al.
Published: (2025)
by: Cheng, Fengxiang, et al.
Published: (2025)
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
by: Liu, Yinhong, et al.
Published: (2024)
by: Liu, Yinhong, et al.
Published: (2024)
Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique
by: Li, Yansi, et al.
Published: (2025)
by: Li, Yansi, et al.
Published: (2025)
Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and Distillation
by: Phan, Phuc, et al.
Published: (2024)
by: Phan, Phuc, et al.
Published: (2024)
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction
by: Wu, Zhenyu, et al.
Published: (2024)
by: Wu, Zhenyu, et al.
Published: (2024)
SGR: A Stepwise Reasoning Framework for LLMs with External Subgraph Generation
by: Zhang, Xin, et al.
Published: (2026)
by: Zhang, Xin, et al.
Published: (2026)
ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts
by: Su, Ruiran, et al.
Published: (2025)
by: Su, Ruiran, et al.
Published: (2025)
FOLIO: Natural Language Reasoning with First-Order Logic
by: Han, Simeng, et al.
Published: (2022)
by: Han, Simeng, et al.
Published: (2022)
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning
by: Wang, Zezhong, et al.
Published: (2025)
by: Wang, Zezhong, et al.
Published: (2025)
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese
by: Zhang, Caiqi, et al.
Published: (2024)
by: Zhang, Caiqi, et al.
Published: (2024)
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models
by: Zhao, Zilong, et al.
Published: (2024)
by: Zhao, Zilong, et al.
Published: (2024)
DeReason: A Difficulty-Aware Curriculum Improves Decoupled SFT-then-RL Training for General Reasoning
by: Hu, Hanxu, et al.
Published: (2026)
by: Hu, Hanxu, et al.
Published: (2026)
When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond?
by: Zhou, Xinyu, et al.
Published: (2026)
by: Zhou, Xinyu, et al.
Published: (2026)
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
by: Jin, Zhensheng, et al.
Published: (2025)
by: Jin, Zhensheng, et al.
Published: (2025)
Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
by: Bi, Baolong, et al.
Published: (2024)
by: Bi, Baolong, et al.
Published: (2024)
A Stepwise-Enhanced Reasoning Framework for Large Language Models Based on External Subgraph Generation
by: Zhang, Xin, et al.
Published: (2025)
by: Zhang, Xin, et al.
Published: (2025)
Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts?
by: Li, Qingchuan, et al.
Published: (2025)
by: Li, Qingchuan, et al.
Published: (2025)
StepWiser: Stepwise Generative Judges for Wiser Reasoning
by: Xiong, Wei, et al.
Published: (2025)
by: Xiong, Wei, et al.
Published: (2025)
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
by: Chen, Weize, et al.
Published: (2024)
by: Chen, Weize, et al.
Published: (2024)
LatentQA: Teaching LLMs to Decode Activations Into Natural Language
by: Pan, Alexander, et al.
Published: (2024)
by: Pan, Alexander, et al.
Published: (2024)
Towards Logically Sound Natural Language Reasoning with Logic-Enhanced Language Model Agents
by: Mensfelt, Agnieszka, et al.
Published: (2024)
by: Mensfelt, Agnieszka, et al.
Published: (2024)
TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios
by: Wei, Shaohang, et al.
Published: (2025)
by: Wei, Shaohang, et al.
Published: (2025)
AGENTCL: Toward Rigorous Evaluation of Continual Learning in Language Agents
by: Shu, Yiheng, et al.
Published: (2026)
by: Shu, Yiheng, et al.
Published: (2026)
Hybrid Models for Natural Language Reasoning: The Case of Syllogistic Logic
by: Guzmán, Manuel Vargas, et al.
Published: (2025)
by: Guzmán, Manuel Vargas, et al.
Published: (2025)
Sample Smart, Not Hard: Correctness-First Decoding for Better Reasoning in LLMs
by: Li, Xueyan, et al.
Published: (2025)
by: Li, Xueyan, et al.
Published: (2025)
From Informal to Formal -- Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
by: Cao, Jialun, et al.
Published: (2025)
by: Cao, Jialun, et al.
Published: (2025)
Modeling Comparative Logical Relation with Contrastive Learning for Text Generation
by: Dan, Yuhao, et al.
Published: (2024)
by: Dan, Yuhao, et al.
Published: (2024)
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems
by: Kai, Ding, et al.
Published: (2024)
by: Kai, Ding, et al.
Published: (2024)
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning
by: Kranti, Chalamalasetti, et al.
Published: (2025)
by: Kranti, Chalamalasetti, et al.
Published: (2025)
Empower Nested Boolean Logic via Self-Supervised Curriculum Learning
by: Wu, Hongqiu, et al.
Published: (2023)
by: Wu, Hongqiu, et al.
Published: (2023)
Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs
by: English, William, et al.
Published: (2025)
by: English, William, et al.
Published: (2025)
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models
by: Zheng, Zi'ou, et al.
Published: (2024)
by: Zheng, Zi'ou, et al.
Published: (2024)
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree
by: Lei, Yuanyuan, et al.
Published: (2024)
by: Lei, Yuanyuan, et al.
Published: (2024)
Logical Reasoning over Natural Language as Knowledge Representation: A Survey
by: Yang, Zonglin, et al.
Published: (2023)
by: Yang, Zonglin, et al.
Published: (2023)
Rethinking Stepwise Model Routing: A Cost-Efficient Table Reasoning Perspective
by: Ye, Shenghao, et al.
Published: (2026)
by: Ye, Shenghao, et al.
Published: (2026)
The Stepwise Informativeness Assumption: Why are Entropy Dynamics and Reasoning Correlated in LLMs?
by: Català, Mar Gonzàlez I, et al.
Published: (2026)
by: Català, Mar Gonzàlez I, et al.
Published: (2026)
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation
by: Sun, Zhouhao, et al.
Published: (2024)
by: Sun, Zhouhao, et al.
Published: (2024)
Similar Items
-
PCRLLM: Proof-Carrying Reasoning with Large Language Models under Stepwise Logical Constraints
by: Li, Tangrui, et al.
Published: (2025) -
LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models
by: He, Kang, et al.
Published: (2025) -
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
by: Li, Songze, et al.
Published: (2025) -
Empowering LLMs with Logical Reasoning: A Comprehensive Survey
by: Cheng, Fengxiang, et al.
Published: (2025) -
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
by: Liu, Yinhong, et al.
Published: (2024)