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

Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025
LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering EMNLP 2025
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025
Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025
Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer? NAACL 2025
Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors EMNLP 2025
M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation ACL 2025
MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation EMNLP 2025
HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning EMNLP 2025
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025
KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP 2025
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG EMNLP 2025
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing EMNLP 2025
ReAct Meets Industrial IoT: Language Agents for Data Access EMNLP 2025
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning EMNLP 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models EMNLP 2025
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025
Core Intelligence at SemEval-2025 Task 8: Multi-hop LLM Agent for Tabular Question Answering ACL 2025
TableWise at SemEval-2025 Task 8: LLM Agents for TabQA ACL 2025