Image de couverture de livre

KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Yangfan, Liu, Jie, Tang, Chen, Yan, Lian, Jiang, Jingchi
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

KA2L: A Knowledge-Aware Active Learning Framework for LLMs
par: Yin, Haoxuan, et autres
Publié: (2026)

HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning
par: Wang, Yangfan, et autres
Publié: (2026)

Diversifying Question Generation over Knowledge Base via External Natural Questions
par: Guo, Shasha, et autres
Publié: (2023)

TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering
par: Wang, Yingxu, et autres
Publié: (2026)

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
par: Chu, Zheng, et autres
Publié: (2025)

AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models
par: Yan, Lian, et autres
Publié: (2025)

Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition
par: Liu, Yi, et autres
Publié: (2025)

Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering
par: Wang, Changjian, et autres
Publié: (2025)

MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language
par: Ali, Muhammad Asif, et autres
Publié: (2024)

Multi-hop Question Answering under Temporal Knowledge Editing
par: Cheng, Keyuan, et autres
Publié: (2024)

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
par: Chu, Zheng, et autres
Publié: (2024)

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
par: Shi, Zhengliang, et autres
Publié: (2024)

MultiCube-RAG for Multi-hop Question Answering
par: Shi, Jimeng, et autres
Publié: (2026)

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering
par: Gu, Hengrui, et autres
Publié: (2023)

HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs
par: Panda, Pranoy, et autres
Publié: (2024)

KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph Integration
par: Wang, Nan, et autres
Publié: (2025)

Explainable Multi-hop Question Generation: An End-to-End Approach without Intermediate Question Labeling
par: Hwang, Seonjeong, et autres
Publié: (2024)

Multi-hop Question Answering
par: Mavi, Vaibhav, et autres
Publié: (2022)

CIRAG: Construction-Integration Retrieval and Adaptive Generation for Multi-hop Question Answering
par: Wei, Zili, et autres
Publié: (2026)

Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process
par: Huang, Guangming, et autres
Publié: (2024)

HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering
par: Sun, Duolin, et autres
Publié: (2025)

Multi-hop Reasoning via Early Knowledge Alignment
par: Wang, Yuxin, et autres
Publié: (2025)

MultiHoax: A Dataset of Multi-hop False-Premise Questions
par: Shafiei, Mohammadamin, et autres
Publié: (2025)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering
par: Zhang, Xiaoming, et autres
Publié: (2024)

Multi-hop Question Answering over Knowledge Graphs using Large Language Models
par: Chakraborty, Abir
Publié: (2024)

Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
par: Jiang, Zhouyu, et autres
Publié: (2024)

ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
par: Yang, Jiayu, et autres
Publié: (2025)

Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing
par: Zhang, Mengqi, et autres
Publié: (2024)

Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering
par: Liu, Boyuan, et autres
Publié: (2025)

SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering
par: Fu, Yuqing, et autres
Publié: (2026)

KoBLEX: Open Legal Question Answering with Multi-hop Reasoning
par: Lee, Jihyung, et autres
Publié: (2025)

RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering
par: He, Bolei, et autres
Publié: (2025)

On the Limitations of Rank-One Model Editing in Answering Multi-hop Questions
par: He, Zhiyuan, et autres
Publié: (2026)

No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding
par: Permadi, Vynska Amalia, et autres
Publié: (2026)

Benchmarking Large Language Models on Controllable Generation under Diversified Instructions
par: Chen, Yihan, et autres
Publié: (2024)

GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning
par: Luo, Jinchang, et autres
Publié: (2025)

DEEPAMBIGQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness
par: Ji, Jiabao, et autres
Publié: (2025)

GenDec: A robust generative Question-decomposition method for Multi-hop reasoning
par: Wu, Jian, et autres
Publié: (2024)

S$^3$HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering
par: Lei, Fangyu, et autres
Publié: (2023)

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
par: Lu, Yifan, et autres
Publié: (2024)