| PokeMQA: Programmable knowledge editing for Multi-hop Question Answering | Dec 23, 2023 | Answer Generationknowledge editing | CodeCode Available | 1 |
| 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 |
| SCREWS: A Modular Framework for Reasoning with Revisions | Sep 20, 2023 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| End-to-End Beam Retrieval for Multi-Hop Question Answering | Aug 17, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering | Aug 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions | May 24, 2023 | knowledge editingLanguage Modelling | CodeCode Available | 1 |
| Can Language Models Solve Graph Problems in Natural Language? | May 17, 2023 | In-Context LearningKnowledge Probing | CodeCode Available | 1 |
| Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks | Apr 28, 2023 | Fact CheckingInformation Retrieval | CodeCode Available | 1 |
| Answering Questions by Meta-Reasoning over Multiple Chains of Thought | Apr 25, 2023 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Natural Language Reasoning, A Survey | Mar 26, 2023 | Logical ReasoningMathematical Reasoning | 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 |
| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 |
| UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph | Dec 2, 2022 | Language ModellingMulti-hop Question Answering | CodeCode Available | 1 |
| Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering | Aug 22, 2022 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| VIMQA: A Vietnamese Dataset for Advanced Reasoning and Explainable Multi-hop Question Answering | Jun 1, 2022 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Reasoning over Public and Private Data in Retrieval-Based Systems | Mar 14, 2022 | Fact CheckingInformation Retrieval | CodeCode Available | 1 |
| QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation | Feb 14, 2022 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Teaching Humans When To Defer to a Classifier via Exemplars | Nov 22, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning | Oct 25, 2021 | Graph Question AnsweringImplicit Relations | CodeCode Available | 1 |
| MuSiQue: Multihop Questions via Single-hop Question Composition | Aug 2, 2021 | Multi-hop Question AnsweringQuestion Answering | 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 |
| TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph | Apr 15, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval | Apr 13, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering | Apr 13, 2021 | Common Sense ReasoningGraph Representation Learning | CodeCode Available | 1 |
| [Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jan 31, 2021 | Answer SelectionGraph Embedding | CodeCode Available | 1 |
