SOTAVerified

Multi-hop Question Answering

Papers

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Showing 151–175 of 202 papers

TitleStatusHype
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation—0
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning—0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering—0
Generating Followup Questions for Interpretable Multi-hop Question Answering—0
Generative Context Pair Selection for Multi-hop Question Answering—0
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?—0
Graph Attention with Hierarchies for Multi-hop Question Answering—0
Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models—0
GRS-QA -- Graph Reasoning-Structured Question Answering Dataset—0
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs—0
HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge—0
HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision—0
Hybrid Graphs for Table-and-Text based Question Answering using LLMs—0
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks—0
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering—0
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs—0
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering—0
Is Graph Structure Necessary for Multi-hop Question Answering?—0
K-Edit: Language Model Editing with Contextual Knowledge Awareness—0
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation—0
Knowledge Transfer between Structured and Unstructured Sources for Complex Question Answering—0
KunLunBaizeRAG: Reinforcement Learning Driven Inference Performance Leap for Large Language Models—0
Large Language Models as a Tool for Mining Object Knowledge—0
Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games—0
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top—0
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All datasetsConcurrentQAMuSiQue-Ans

Benchmark Results

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