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Papers
GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval
EACL 2026
LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval
ACL 2026
OPERA: A Reinforcement Learning--Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval
AAAI 2026
VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG
ACL 2026
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
ACL 2025
Momentum Posterior Regularization for Multi-hop Dense Retrieval
COLING 2025
MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning
AAAI 2025
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL
COLING 2025
From RAG to Riches: Retrieval Interlaced with Sequence Generation
EMNLP 2024
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model
EMNLP 2023
Generative Multi-hop Retrieval
EMNLP 2022
Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification
EMNLP 2022
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval
ICLR 2021
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering
ACL 2019