| Is Retriever Merely an Approximator of Reader? | Oct 21, 2020 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering | Oct 21, 2020 | Machine Reading ComprehensionNatural Questions | CodeCode Available | 1 |
| Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering | Oct 16, 2020 | Information RetrievalManagement | CodeCode Available | 1 |
| RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering | Oct 16, 2020 | Data AugmentationNatural Questions | CodeCode Available | 0 |
| On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks | Oct 15, 2020 | Active LearningOpen-Domain Question Answering | —Unverified | 0 |
| On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks | Oct 10, 2020 | Active LearningOpen-Domain Question Answering | CodeCode Available | 0 |
| Open-Domain Question Answering Goes Conversational via Question Rewriting | Oct 10, 2020 | Conversational Question AnsweringOpen-Domain Question Answering | CodeCode Available | 1 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval | Sep 28, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams | Sep 28, 2020 | MedQAMultiple-choice | CodeCode Available | 2 |
| Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering | Sep 18, 2020 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Generation-Augmented Retrieval for Open-domain Question Answering | Sep 17, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Answering Any-hop Open-domain Questions with Iterative Document Reranking | Sep 16, 2020 | Multi-hop Question AnsweringNatural Questions | —Unverified | 0 |
| Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding | Sep 13, 2020 | ClusteringLanguage Modelling | —Unverified | 0 |
| KILT: a Benchmark for Knowledge Intensive Language Tasks | Sep 4, 2020 | Entity LinkingFact Checking | CodeCode Available | 1 |
| Revisiting the Open-Domain Question Answering Pipeline | Sep 2, 2020 | Information RetrievalMachine Reading Comprehension | —Unverified | 0 |
| Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets | Aug 6, 2020 | MemorizationOpen-Domain Question Answering | CodeCode Available | 1 |
| MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering | Jul 30, 2020 | Extractive Question-AnsweringNatural Questions | CodeCode Available | 1 |
| Multimodal Dialogue State Tracking By QA Approach with Data Augmentation | Jul 20, 2020 | Data AugmentationDecoder | —Unverified | 0 |
| Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering | Jul 2, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Relevance-guided Supervision for OpenQA with ColBERT | Jul 1, 2020 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 2 |
| Open-Domain Question Answering | Jul 1, 2020 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Knowledge-Aided Open-Domain Question Answering | Jun 9, 2020 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Language Models as Fact Checkers? | Jun 7, 2020 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Open-Domain Question Answering with Pre-Constructed Question Spaces | Jun 2, 2020 | Information RetrievalKnowledge Graphs | —Unverified | 0 |
| Context-Based Quotation Recommendation | May 17, 2020 | ArticlesOpen-Domain Question Answering | —Unverified | 0 |
| CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management | May 4, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 |
| ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data | May 2, 2020 | Knowledge GraphsLanguage Modelling | —Unverified | 0 |
| BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA | May 2, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Sparse, Dense, and Attentional Representations for Text Retrieval | May 1, 2020 | Open-Domain Question AnsweringRetrieval | CodeCode Available | 0 |
| Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering | Apr 30, 2020 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 1 |
| AmbigQA: Answering Ambiguous Open-domain Questions | Apr 22, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| ktrain: A Low-Code Library for Augmented Machine Learning | Apr 19, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| Dense Passage Retrieval for Open-Domain Question Answering | Apr 10, 2020 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering | Apr 7, 2020 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| Talk to Papers: Bringing Neural Question Answering to Academic Search | Apr 4, 2020 | Natural Language QueriesOpen-Domain Question Answering | —Unverified | 0 |
| DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding | Feb 28, 2020 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| REALM: Retrieval-Augmented Language Model Pre-Training | Feb 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Break It Down: A Question Understanding Benchmark | Jan 31, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Reformer: The Efficient Transformer | Jan 13, 2020 | D4RLImage Generation | CodeCode Available | 2 |
| Open Domain Question Answering Using Web Tables | Jan 10, 2020 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Retrieval Augmented Language Model Pre-Training | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge | Dec 31, 2019 | General KnowledgeKnowledge Graphs | CodeCode Available | 0 |
| Compositional De-Attention Networks | Dec 1, 2019 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Improving Conditioning in Context-Aware Sequence to Sequence Models | Nov 21, 2019 | abstractive question answeringData Augmentation | —Unverified | 0 |
| EDUQA: Educational Domain Question Answering System using Conceptual Network Mapping | Nov 12, 2019 | Answer GenerationOpen-Domain Question Answering | —Unverified | 0 |
| Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering | Nov 10, 2019 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Contextualized Sparse Representations for Real-Time Open-Domain Question Answering | Nov 7, 2019 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 1 |
| Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network | Nov 6, 2019 | Graph Neural NetworkOpen-Domain Question Answering | —Unverified | 0 |
| How to Pre-Train Your Model? Comparison of Different Pre-Training Models for Biomedical Question Answering | Nov 2, 2019 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
