SOTAVerified

Multi-hop Question Answering

Papers

Showing 2130 of 202 papers

TitleStatusHype
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering0
A Training-free LLM Framework with Interaction between Contextually Related Subtasks in Solving Complex Tasks0
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering0
RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning0
Retrieval-Augmented Generation with Hierarchical KnowledgeCode4
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA0
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability0
Optimizing Multi-Hop Document Retrieval Through Intermediate Representations0
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented SearchersCode2
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Multi-hop Dense Passage Retriever (MDR)Answer F156.5Unverified
#ModelMetricClaimedVerifiedStatus
1Beam RetrievalAn69.2Unverified