SOTAVerified

Multi-hop Question Answering

Papers

Showing 7180 of 202 papers

TitleStatusHype
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering0
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs0
Chain-of-Retrieval Augmented Generation0
EvolveSearch: An Iterative Self-Evolving Search Agent0
A STEP towards Interpretable Multi-Hop Reasoning:Bridge Phrase Identification and Query Expansion0
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy0
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning0
Ask to Understand: Question Generation for Multi-hop Question Answering0
Iterative Hierarchical Attention for Answering Complex Questions over Long Documents0
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Benchmark Results

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