| Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs | Aug 1, 2021 | Knowledge GraphsMulti-hop Question Answering | —Unverified | 0 |
| Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration | Jul 25, 2021 | Multi-hop Question AnsweringNatural Language Inference | CodeCode Available | 0 |
| Robustifying Multi-hop QA through Pseudo-Evidentiality Training | Jul 7, 2021 | counterfactualMulti-hop Question Answering | —Unverified | 0 |
| Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering | Jun 15, 2021 | Multi-hop Question AnsweringOpen-Domain Question Answering | CodeCode Available | 0 |
| If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering | Jun 1, 2021 | Answer SelectionMulti-hop Question Answering | —Unverified | 0 |
| Breadth First Reasoning Graph for Multi-hop Question Answering | Jun 1, 2021 | Graph Neural NetworkMulti-hop Question Answering | —Unverified | 0 |
| Iterative Hierarchical Attention for Answering Complex Questions over Long Documents | Jun 1, 2021 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 |
| Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference | May 7, 2021 | Multi-hop Question AnsweringNatural Language Inference | —Unverified | 0 |
| Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction | Apr 27, 2021 | Graph EmbeddingGraph Question Answering | —Unverified | 0 |
| Generative Context Pair Selection for Multi-hop Question Answering | Apr 18, 2021 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| 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 |
| QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering | Apr 13, 2021 | Common Sense ReasoningGraph Representation Learning | CodeCode Available | 1 |
| Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval | Apr 13, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering | Feb 7, 2021 | Information RetrievalMulti-hop Question Answering | —Unverified | 0 |
| [Re] Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jan 31, 2021 | Answer SelectionGraph Embedding | CodeCode Available | 1 |
| Coarse-grained decomposition and fine-grained interaction for multi-hop question answering | Jan 15, 2021 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| VisBERT: Hidden-State Visualizations for Transformers | Nov 9, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps | Nov 2, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? | Nov 1, 2020 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Less is More: Data-Efficient Complex Question Answering over Knowledge Bases | Oct 29, 2020 | DecoderMulti-hop Question Answering | CodeCode Available | 1 |
| Unsupervised Multi-hop Question Answering by Question Generation | Oct 23, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| SRLGRN: Semantic Role Labeling Graph Reasoning Network | Oct 7, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Answering Any-hop Open-domain Questions with Iterative Document Reranking | Sep 16, 2020 | Multi-hop Question AnsweringNatural Questions | —Unverified | 0 |
| Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings | Jul 1, 2020 | Answer SelectionKnowledge Graphs | CodeCode Available | 1 |
| CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization | Jun 17, 2020 | Abstractive Text SummarizationInformation Retrieval | —Unverified | 0 |
| Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering | May 4, 2020 | Evidence SelectionMulti-hop Question Answering | CodeCode Available | 1 |
| Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning | May 2, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention | May 1, 2020 | Fact VerificationMulti-hop Question Answering | CodeCode Available | 1 |
| Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network | Apr 20, 2020 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data | Apr 15, 2020 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| A Simple Yet Strong Pipeline for HotpotQA | Apr 14, 2020 | Multi-hop Question Answeringnamed-entity-recognition | —Unverified | 0 |
| Is Graph Structure Necessary for Multi-hop Question Answering? | Apr 7, 2020 | Graph AttentionMulti-hop Question Answering | —Unverified | 0 |
| Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games | Apr 6, 2020 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Reinforced Multi-task Approach for Multi-hop Question Generation | Apr 5, 2020 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Generating Followup Questions for Interpretable Multi-hop Question Answering | Feb 27, 2020 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? | Feb 23, 2020 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering | Nov 17, 2019 | ARCInformation Retrieval | —Unverified | 0 |
| Hierarchical Graph Network for Multi-hop Question Answering | Nov 9, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Learning from Explanations with Neural Execution Tree | Nov 4, 2019 | Data AugmentationMulti-hop Question Answering | CodeCode Available | 0 |
| QASC: A Dataset for Question Answering via Sentence Composition | Oct 25, 2019 | Common Sense ReasoningMulti-hop Question Answering | CodeCode Available | 0 |
| Multi-hop Question Answering via Reasoning Chains | Oct 7, 2019 | Coreference ResolutionMulti-hop Question Answering | CodeCode Available | 0 |
| Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks | Oct 1, 2019 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering | Sep 19, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering | Sep 17, 2019 | Information RetrievalMulti-hop Question Answering | —Unverified | 0 |
| Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering | Sep 17, 2019 | Information RetrievalMulti-hop Question Answering | —Unverified | 0 |
| Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA | Jun 17, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Cognitive Graph for Multi-Hop Reading Comprehension at Scale | May 14, 2019 | Graph Neural NetworkMulti-hop Question Answering | CodeCode Available | 0 |
| Understanding Dataset Design Choices for Multi-hop Reasoning | Apr 27, 2019 | Multi-hop Question AnsweringMultiple-choice | —Unverified | 0 |
| Repurposing Entailment for Multi-Hop Question Answering Tasks | Apr 20, 2019 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
