| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | 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 |
| Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering | Feb 12, 2023 | Multi-hop Question AnsweringOpen-Ended Question Answering | CodeCode Available | 1 |
| Can Language Models Solve Graph Problems in Natural Language? | May 17, 2023 | In-Context LearningKnowledge Probing | CodeCode Available | 1 |
| Answering Questions by Meta-Reasoning over Multiple Chains of Thought | Apr 25, 2023 | Multi-hop Question AnsweringQuestion 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 |
| KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models | Dec 7, 2024 | Multi-hop Question AnsweringNavigate | CodeCode Available | 1 |
| Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration | Apr 7, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DeepEdit: Knowledge Editing as Decoding with Constraints | Jan 19, 2024 | Informativenessknowledge editing | CodeCode Available | 1 |
