conftrace_

multi-hop question answering

118 papers

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Also known as

MHQA MULTI-HOP QA

Co-occurring keywords

retrieval-augmented generation (1592) large language model (13587) multi-hop reasoning (423) question answering (2963) knowledge graph (1837) reasoning chain (79) information retrieval (1514) knowledge retrieval (330) question decomposition (59) knowledge editing (295)

Papers

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025
Question Decomposition for Retrieval-Augmented Generation ACL 2025
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process COLING 2024
End-to-End Beam Retrieval for Multi-Hop Question Answering NAACL 2024
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NIPS 2024
MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations NIPS 2024
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024
From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024
Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024
JEMHopQA: Dataset for Japanese Explainable Multi-Hop Question Answering COLING 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024
Co-occurrence is not Factual Association in Language Models NIPS 2024
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering COLING 2024
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning EMNLP 2023
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023
Few-shot Reranking for Multi-hop QA via Language Model Prompting ACL 2023
RPA: Reasoning Path Augmentation in Iterative Retrieving for Multi-Hop QA AAAI 2023