| VisBERT: Hidden-State Visualizations for Transformers | Nov 9, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps | Nov 2, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Less is More: Data-Efficient Complex Question Answering over Knowledge Bases | Oct 29, 2020 | DecoderMulti-hop Question Answering | CodeCode Available | 1 |
| Unsupervised Multi-hop Question Answering by Question Generation | Oct 23, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| SRLGRN: Semantic Role Labeling Graph Reasoning Network | Oct 7, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jul 1, 2020 | Answer SelectionKnowledge Graphs | CodeCode Available | 1 |
| Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering | May 4, 2020 | Evidence SelectionMulti-hop Question Answering | CodeCode Available | 1 |
| Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention | May 1, 2020 | Fact VerificationMulti-hop Question Answering | CodeCode Available | 1 |
| HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data | Apr 15, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering | Sep 25, 2018 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Memento: Note-Taking for Your Future Self | Jun 25, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs | Jun 24, 2025 | Information RetrievalKnowledge Graphs | —Unverified | 0 |
| KunLunBaizeRAG: Reinforcement Learning Driven Inference Performance Leap for Large Language Models | Jun 24, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Mental Health Equity in LLMs: Leveraging Multi-Hop Question Answering to Detect Amplified and Silenced Perspectives | Jun 22, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy | Jun 1, 2025 | Decision MakingMulti-hop Question Answering | —Unverified | 0 |
| Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models | Jun 1, 2025 | ChunkingMulti-hop Question Answering | CodeCode Available | 0 |
| EvolveSearch: An Iterative Self-Evolving Search Agent | May 28, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking | May 25, 2025 | Mathematical ReasoningMulti-hop Question Answering | CodeCode Available | 0 |
| Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering | May 25, 2025 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA | May 22, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering | May 17, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation | May 16, 2025 | DecoderMulti-hop Question Answering | CodeCode Available | 0 |
| Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge Bases | May 14, 2025 | Knowledge GraphsMulti-hop Question Answering | CodeCode Available | 0 |
| VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering | Apr 11, 2025 | cross-modal alignmentInformation Retrieval | —Unverified | 0 |
