| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 | 5 |
| MuSiQue: Multihop Questions via Single-hop Question Composition | Aug 2, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Natural Language Reasoning, A Survey | Mar 26, 2023 | Logical ReasoningMathematical Reasoning | CodeCode Available | 1 | 5 |
| KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering | Aug 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CompAct: Compressing Retrieved Documents Actively for Question Answering | Jul 12, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Reasoning over Public and Private Data in Retrieval-Based Systems | Mar 14, 2022 | Fact CheckingInformation Retrieval | CodeCode Available | 1 | 5 |
| Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning | Oct 25, 2021 | Graph Question AnsweringImplicit Relations | CodeCode Available | 1 | 5 |
| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning | Oct 20, 2023 | In-Context LearningMulti-hop Question Answering | CodeCode Available | 1 | 5 |
| Teaching Humans When To Defer to a Classifier via Exemplars | Nov 22, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| VisBERT: Hidden-State Visualizations for Transformers | Nov 9, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Commonsense for Generative Multi-Hop Question Answering Tasks | Sep 17, 2018 | DecoderImplicit Relations | CodeCode Available | 0 | 5 |
| Rethinking Label Smoothing on Multi-hop Question Answering | Dec 19, 2022 | Image ClassificationMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge Bases | May 14, 2025 | Knowledge GraphsMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| QASC: A Dataset for Question Answering via Sentence Composition | Oct 25, 2019 | Common Sense ReasoningMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| Cognitive Graph for Multi-Hop Reading Comprehension at Scale | May 14, 2019 | Graph Neural NetworkMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge Graphs | Aug 21, 2024 | Knowledge GraphsLink Prediction | CodeCode Available | 0 | 5 |
| Faithful Chain-of-Thought Reasoning | Jan 31, 2023 | MathMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| Repurposing Entailment for Multi-Hop Question Answering Tasks | Apr 20, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question Answering | Jul 1, 2022 | Graph Neural NetworkMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| Optimizing AI Reasoning: A Hamiltonian Dynamics Approach to Multi-Hop Question Answering | Oct 6, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy | May 24, 2023 | Fact VerificationMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| Multi-hop Question Answering via Reasoning Chains | Oct 7, 2019 | Coreference ResolutionMulti-hop Question Answering | CodeCode Available | 0 | 5 |
| MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge | Dec 22, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 | 5 |
| 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 | 5 |
