| 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 |
