SOTAVerified

Multi-hop Question Answering

Papers

Showing 4150 of 202 papers

TitleStatusHype
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail KnowledgeCode0
Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability0
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question AnsweringCode1
Lost in the Middle, and In-Between: Enhancing Language Models' Ability to Reason Over Long Contexts in Multi-Hop QACode0
An Entailment Tree Generation Approach for Multimodal Multi-Hop Question Answering with Mixture-of-Experts and Iterative Feedback Mechanism0
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
GRS-QA -- Graph Reasoning-Structured Question Answering Dataset0
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models0
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine0
Large Language Models as a Tool for Mining Object Knowledge0
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Benchmark Results

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