multi-hop reasoning

CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024 Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024 DBQR-QA: A Question Answering Dataset on a Hybrid of Database Querying and Reasoning ACL 2024 Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer EMNLP 2024 Detection-Based Intermediate Supervision for Visual Question Answering AAAI 2024 Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024 DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024 Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024 DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024 EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024 Explainable Multi-hop Question Generation: An End-to-End Approach without Intermediate Question Labeling COLING 2024 FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024 Fine-tuning Smaller Language Models for Question Answering over Financial Documents EMNLP 2024 HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024 Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries EMNLP 2024 HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering COLING 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 Information Re-Organization Improves Reasoning in Large Language Models NeurIPS 2024 Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024 Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024 Knowledge Graph Large Language Model (KG-LLM) for Link Prediction ACML 2024 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024