| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 |
| Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention | May 1, 2020 | Fact VerificationMulti-hop Question Answering | 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 |
| Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering | May 4, 2020 | Evidence SelectionMulti-hop Question 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 |
| CompAct: Compressing Retrieved Documents Actively for Question Answering | Jul 12, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| HopWeaver: Synthesizing Authentic Multi-Hop Questions Across Text Corpora | May 21, 2025 | 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 |
| MuSiQue: Multihop Questions via Single-hop Question Composition | Aug 2, 2021 | 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 |
| 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 |
| FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering | Jul 3, 2024 | HallucinationMulti-hop Question Answering | —Unverified | 0 |
| A Training-free LLM Framework with Interaction between Contextually Related Subtasks in Solving Complex Tasks | Mar 29, 2025 | Decision MakingMulti-hop Question Answering | —Unverified | 0 |
| From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering | May 24, 2022 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy | Jun 1, 2025 | Decision MakingMulti-hop Question Answering | —Unverified | 0 |
| Hybrid Graphs for Table-and-Text based Question Answering using LLMs | Jan 29, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network | Apr 20, 2020 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Few-shot Multi-hop Question Answering over Knowledge Base | Dec 14, 2021 | Few-Shot LearningKnowledge Base Question Answering | —Unverified | 0 |
| Multi-hop Question Answering | Apr 19, 2022 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Coarse-grained decomposition and fine-grained interaction for multi-hop question answering | Jan 15, 2021 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs | Sep 2, 2022 | Answer SelectionKnowledge Graphs | —Unverified | 0 |
| An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering | Mar 30, 2025 | HallucinationMulti-hop Question Answering | —Unverified | 0 |
| Chain-of-Retrieval Augmented Generation | Jan 24, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| EvolveSearch: An Iterative Self-Evolving Search Agent | May 28, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
