| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 | 5 |
| HopWeaver: Synthesizing Authentic Multi-Hop Questions Across Text Corpora | May 21, 2025 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Answering Questions by Meta-Reasoning over Multiple Chains of Thought | Apr 25, 2023 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Can Language Models Solve Graph Problems in Natural Language? | May 17, 2023 | In-Context LearningKnowledge Probing | CodeCode Available | 1 | 5 |
| Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering | Aug 20, 2024 | Multi-hop Question AnsweringQuestion Answering | 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 |
| KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models | Dec 7, 2024 | Multi-hop Question AnsweringNavigate | 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 |
| 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 | 5 |
| Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps | Nov 2, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
