| Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning | Nov 7, 2023 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval | Nov 5, 2023 | Information RetrievalMulti-hop Question Answering | —Unverified | 0 |
| 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 |
| Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models | Sep 22, 2023 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| SCREWS: A Modular Framework for Reasoning with Revisions | Sep 20, 2023 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models | Sep 16, 2023 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge | Aug 22, 2023 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| End-to-End Beam Retrieval for Multi-Hop Question Answering | Aug 17, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Performance Prediction for Multi-hop Questions | Aug 12, 2023 | Multi-hop Question AnsweringPrediction | —Unverified | 0 |
| KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering | Aug 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Single Sequence Prediction over Reasoning Graphs for Multi-hop QA | Jul 1, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions | May 24, 2023 | knowledge editingLanguage Modelling | CodeCode Available | 1 |
| Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy | May 24, 2023 | Fact VerificationMulti-hop Question Answering | CodeCode Available | 0 |
| Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering | May 23, 2023 | Fact VerificationFew-Shot Learning | —Unverified | 0 |
| HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision | May 23, 2023 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| 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 |
| Faithful Chain-of-Thought Reasoning | Jan 31, 2023 | MathMulti-hop Question Answering | CodeCode Available | 0 |
| Graph Attention with Hierarchies for Multi-hop Question Answering | Jan 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Rethinking Label Smoothing on Multi-hop Question Answering | Dec 19, 2022 | Image ClassificationMachine Reading Comprehension | CodeCode Available | 0 |
| 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 |
