SOTAVerified

Multi-hop Question Answering

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 202 papers

TitleStatusHype
Large Language Models as a Tool for Mining Object Knowledge—0
Optimizing AI Reasoning: A Hamiltonian Dynamics Approach to Multi-Hop Question AnsweringCode0
Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models—0
Co-occurrence is not Factual Association in Language ModelsCode0
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language—0
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources—0
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments—0
RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge GraphsCode0
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach—0
GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?—0
Meta-prompting Optimized Retrieval-augmented Generation—0
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering—0
FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering—0
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering—0
SEAM: A Stochastic Benchmark for Multi-Document Tasks—0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering—0
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization—0
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs—0
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top—0
Single and Multi-Hop Question-Answering Datasets for Reticular Chemistry with GPT-4-TurboCode0
Multi-hop Question Answering over Knowledge Graphs using Large Language Models—0
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering—0
Multi-hop Question Answering under Temporal Knowledge Editing—0
Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question AnsweringCode0
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process—0
Show:102550
← PrevPage 5 of 9Next →
All datasetsConcurrentQAMuSiQue-Ans

Benchmark Results

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