Cover Image

Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ji, Binquan, Luo, Haibo, Lu, Yifei, Hei, Lei, Wang, Jiaqi, Liao, Tingjing, Wang, Lingyu, Wang, Shichao, Ren, Feiliang
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multimodal Relational Triple Extraction with Query-based Entity Object Transformer
by: Hei, Lei, et al.
Published: (2024)

Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction
by: Hei, Lei, et al.
Published: (2025)

ConvergeWriter: Data-Driven Bottom-Up Article Construction
by: Ji, Binquan, et al.
Published: (2025)

TechGPT-2.0: A large language model project to solve the task of knowledge graph construction
by: Wang, Jiaqi, et al.
Published: (2024)

LTA-thinker: Latent Thought-Augmented Training Framework for Large Language Models on Complex Reasoning
by: Wang, Jiaqi, et al.
Published: (2025)

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
by: Lu, Yifan, et al.
Published: (2024)

Question Calibration and Multi-Hop Modeling for Temporal Question Answering
by: Xue, Chao, et al.
Published: (2024)

StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
by: Ni, Tengjun, et al.
Published: (2025)

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
by: Wang, Xinyi, et al.
Published: (2025)

Consistency-Aware Parameter-Preserving Knowledge Editing Framework for Multi-Hop Question Answering
by: Deng, Lingwen, et al.
Published: (2025)

Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering
by: Ji, Yuelyu, et al.
Published: (2025)

$π$-CoT: Prolog-Initialized Chain-of-Thought Prompting for Multi-Hop Question-Answering
by: Wan, Chao, et al.
Published: (2025)

Credible Plan-Driven RAG Method for Multi-Hop Question Answering
by: Zhang, Ningning, et al.
Published: (2025)

Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety
by: Zhang, Yuxin, et al.
Published: (2025)

Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
by: Zhu, Rongzhi, et al.
Published: (2025)

PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
by: Li, Xingyu, et al.
Published: (2026)

Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
by: Welz, Simon, et al.
Published: (2025)

BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
by: Zhang, Taolin, et al.
Published: (2025)

REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering
by: Zhu, Yijie, et al.
Published: (2025)

Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability
by: Chen, Xiangsen, et al.
Published: (2024)

End-to-End Beam Retrieval for Multi-Hop Question Answering
by: Zhang, Jiahao, et al.
Published: (2023)

PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
by: Nahid, Md Mahadi Hasan, et al.
Published: (2025)

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
by: Zhuang, Ziyuan, et al.
Published: (2024)

FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering
by: Wang, Xiaochen, et al.
Published: (2024)

Can Hallucinations Be Useful? Solving Multi-Hop Questions With SLMs By Chaining System-I/II Reasoning
by: Sengupta, Saptarshi, et al.
Published: (2026)

MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries
by: Campi, Riccardo, et al.
Published: (2026)

Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis
by: Simon, Dominic, et al.
Published: (2025)

A Method for Multi-Hop Question Answering on Persian Knowledge Graph
by: Ghafouri, Arash, et al.
Published: (2025)

STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering
by: Bi, Zhenyu, et al.
Published: (2024)

MedHopQA: A Disease-Centered Multi-Hop Reasoning Benchmark and Evaluation Framework for LLM-Based Biomedical Question Answering
by: Islamaj, Rezarta, et al.
Published: (2026)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
by: Zhang, Xiaoming, et al.
Published: (2024)

Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-Turbo
by: Rampal, Nakul, et al.
Published: (2024)

CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision
by: Lu, Yifei, et al.
Published: (2025)

StepGap: A Hybrid NLI-LLM Checker for Step-Level Evidence-Gap Detectionin Multi-Hop Question Answering
by: Ji, Yuelyu, et al.
Published: (2026)

RTF: Region-based Table Filling Method for Relational Triple Extraction
by: An, Ning, et al.
Published: (2024)

LvBench: A Benchmark for Long-form Video Understanding with Versatile Multi-modal Question Answering
by: Zhang, Hongjie, et al.
Published: (2023)

CIRAG: Construction-Integration Retrieval and Adaptive Generation for Multi-hop Question Answering
by: Wei, Zili, et al.
Published: (2026)

A Multi-Source Retrieval Question Answering Framework Based on RAG
by: Wu, Ridong, et al.
Published: (2024)

ConRAG: Consensus-Driven Multi-View Retrieval for Multi-Hop Question Answering
by: Zhu, Yikai, et al.
Published: (2026)

Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
by: Chen, Mingda, et al.
Published: (2023)