SOTAVerified

Multi-hop Question Answering

Papers

Showing 71–80 of 202 papers

TitleStatusHype
Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA—0
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering—0
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context PermutationCode0
Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge BasesCode0
VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering—0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering—0
A Training-free LLM Framework with Interaction between Contextually Related Subtasks in Solving Complex Tasks—0
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering—0
RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning—0
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA—0
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Benchmark Results

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