SOTAVerified

Multi-hop Question Answering

Papers

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Showing 126–150 of 202 papers

TitleStatusHype
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning—0
Question Calibration and Multi-Hop Modeling for Temporal Question Answering—0
Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark—0
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning—0
In-Context Principle Learning from MistakesCode0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
Uncertainty Guided Global Memory Improves Multi-Hop Question AnsweringCode0
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering—0
Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models—0
Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning—0
Leveraging Structured Information for Explainable Multi-hop Question Answering and ReasoningCode0
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval—0
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models—0
Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models—0
HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge—0
Performance Prediction for Multi-hop Questions—0
Single Sequence Prediction over Reasoning Graphs for Multi-hop QACode0
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy—0
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering—0
HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision—0
Faithful Chain-of-Thought ReasoningCode0
Graph Attention with Hierarchies for Multi-hop Question Answering—0
Rethinking Label Smoothing on Multi-hop Question AnsweringCode0
Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models—0
Prompt-based Conservation Learning for Multi-hop Question Answering—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