conftrace_

multi-hop reasoning

423 papers

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Also known as

MHR

Co-occurring keywords

question answering (2963) knowledge graph (1837) large language model (13587) retrieval-augmented generation (1592) graph neural network (3962) information retrieval (1514) knowledge base (804) multi-hop question answering (118) language model (4599) reinforcement learning (4352)

Papers

ReGraphRAG: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation EMNLP 2025
HyperKGR: Knowledge Graph Reasoning in Hyperbolic Space with Graph Neural Network Encoding Symbolic Path EMNLP 2025
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
Question Calibration and Multi-Hop Modeling for Temporal Question Answering AAAI 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024
Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
Time Sensitive Knowledge Editing through Efficient Finetuning ACL 2024
Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024
Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024
DBQR-QA: A Question Answering Dataset on a Hybrid of Database Querying and Reasoning ACL 2024
WINOVIZ: Probing Visual Properties of Objects Under Different States NAACL 2024
BlendSQL: A Scalable Dialect for Unifying Hybrid Question Answering in Relational Algebra ACL 2024
PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering ACL 2024
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024
Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024
Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024