SOTAVerified

Multi-hop Question Answering

Papers

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Showing 126–150 of 202 papers

TitleStatusHype
Breadth First Reasoning Graph for Multi-hop Question Answering—0
Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes—0
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning—0
Chain-of-Retrieval Augmented Generation—0
Coarse-grained decomposition and fine-grained interaction for multi-hop question answering—0
Constraint-based Multi-hop Question Answering with Knowledge Graph—0
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization—0
Answering Any-hop Open-domain Questions with Iterative Document Reranking—0
Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs—0
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval—0
Does Entity Abstraction Help Generative Transformers Reason?—0
Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?—0
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules?—0
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering—0
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models—0
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering—0
Iterative Hierarchical Attention for Answering Complex Questions over Long Documents—0
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy—0
EvolveSearch: An Iterative Self-Evolving Search Agent—0
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs—0
Few-shot Multi-hop Question Answering over Knowledge Base—0
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network—0
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering—0
FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering—0
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models—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