conftrace_

multi-hop reasoning

423 papers

Explore in graph

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

NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts EMNLP 2025
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation EMNLP 2025
ACCORD: Closing the Commonsense Measurability Gap NAACL 2025
AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning ACL 2025
Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can’t Answer? NAACL 2025
Concise and Organized Perception Facilitates Reasoning in Large Language Models NAACL 2025
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing EMNLP 2025
Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions IJCNLP 2025
DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path EMNLP 2025
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning EMNLP 2025
MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation EMNLP 2025
Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition EMNLP 2025
GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models EMNLP 2025
Following Occam’s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using LLMs EMNLP 2025
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025
Self-Taught Agentic Long Context Understanding ACL 2025
M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025
UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP 2025
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG EMNLP 2025
Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025
ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025
KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP 2025