Cover Image

PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Fangzhi, Lin, Qika, Zhao, Tianzhe, Han, Jiawei, Liu, Jun
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
by: Xu, Fangzhi, et al.
Published: (2023)

Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method
by: Zhao, Tianzhe, et al.
Published: (2026)

Learning First-Order Rules with Relational Path Contrast for Inductive Relation Reasoning
by: Pan, Yudai, et al.
Published: (2021)

GCoT-Decoding: Unlocking Deep Reasoning Paths for Universal Question Answering
by: Luo, Guanran, et al.
Published: (2026)

EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering
by: Long, Xiao, et al.
Published: (2025)

Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models
by: Lin, Qika, et al.
Published: (2025)

MUR: Momentum Uncertainty guided Reasoning for Large Language Models
by: Yan, Hang, et al.
Published: (2025)

Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration
by: Lin, Shuhang, et al.
Published: (2026)

A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction
by: Zhang, Jian, et al.
Published: (2024)

Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning Chains
by: Park, Seunghyun, et al.
Published: (2026)

Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
by: Wang, Yuqi, et al.
Published: (2024)

Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic
by: Li, Xingxuan, et al.
Published: (2023)

EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning
by: Quan, Yinzhu, et al.
Published: (2024)

PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy Optimization
by: Jiang, Songhan, et al.
Published: (2026)

PathReasoning: A multimodal reasoning agent for query-based ROI navigation on whole-slide images
by: Zhang, Kunpeng, et al.
Published: (2025)

Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
by: Chia, Yew Ken, et al.
Published: (2024)

LLM-based Discriminative Reasoning for Knowledge Graph Question Answering
by: Xu, Mufan, et al.
Published: (2024)

Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering
by: Liu, Boyuan, et al.
Published: (2025)

RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation
by: Zhao, Tianzhe, et al.
Published: (2025)

Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering
by: Parekh, Jash Rajesh, et al.
Published: (2026)

$ϕ$-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
by: Xu, Fangzhi, et al.
Published: (2025)

Generate Logical Equivalence Questions
by: Wang, Xinyu, et al.
Published: (2025)

ReasonGraph: Visualisation of Reasoning Paths
by: Li, Zongqian, et al.
Published: (2025)

Enhancing LLM Reasoning via Non-Human-Like Reasoning Path Preference Optimization
by: Lu, Junjie, et al.
Published: (2025)

Reasoning by Commented Code for Table Question Answering
by: Pyo, Seho, et al.
Published: (2026)

Language Matters: How Do Multilingual Input and Reasoning Paths Affect Large Reasoning Models?
by: Tam, Zhi Rui, et al.
Published: (2025)

Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
by: Tan, Xingyu, et al.
Published: (2024)

S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering
by: Fu, Rong, et al.
Published: (2026)

Bounded Path Context: A Controlled Study of Visible Path History in LLM-Based Knowledge Graph Question Answering
by: Shan, Xihang, et al.
Published: (2026)

ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering
by: Jia, Caijun, et al.
Published: (2025)

Learning Adaptive Reasoning Paths for Efficient Visual Reasoning
by: Huang, Yixu, et al.
Published: (2026)

Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision
by: Zhu, Dawei, et al.
Published: (2025)

Seek and Solve Reasoning for Table Question Answering
by: Jiang, Ruya, et al.
Published: (2024)

Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
by: Song, Jiwon, et al.
Published: (2025)

DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs
by: Meng, Zijie, et al.
Published: (2024)

Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring
by: Guan, Weixin, et al.
Published: (2026)

Multilingual Medical Reasoning for Question Answering with Large Language Models
by: Ferrazzi, Pietro, et al.
Published: (2025)

Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
by: Zhang, Ge, et al.
Published: (2024)

Pheromone-based Learning of Optimal Reasoning Paths
by: Chari, Anirudh, et al.
Published: (2025)

SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering
by: Fu, Yuqing, et al.
Published: (2026)