SOTAVerified

Multi-hop Question Answering

Papers

Showing 111120 of 202 papers

TitleStatusHype
Meta-prompting Optimized Retrieval-augmented Generation0
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering0
FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering0
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering0
SEAM: A Stochastic Benchmark for Multi-Document Tasks0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering0
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization0
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs0
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top0
Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-TurboCode0
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Benchmark Results

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