| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | 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 |
| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 |
| CompAct: Compressing Retrieved Documents Actively for Question Answering | Jul 12, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering | Aug 20, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| DeepEdit: Knowledge Editing as Decoding with Constraints | Jan 19, 2024 | Informativenessknowledge editing | CodeCode Available | 1 |
| Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs | Feb 17, 2024 | Knowledge GraphsMulti-hop Question Answering | CodeCode Available | 1 |
| Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos | Aug 26, 2024 | FormLanguage Modelling | CodeCode Available | 1 |
| Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering | Dec 18, 2024 | graph constructionknowledge editing | CodeCode Available | 1 |
