| A Frequency-Based Learning-To-Rank Approach for Personal Digital Traces | Dec 24, 2020 | Learning-To-RankNatural Questions | —Unverified | 0 |
| RealFormer: Transformer Likes Residual Attention | Dec 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards building a Robust Industry-scale Question Answering System | Dec 1, 2020 | Data AugmentationDiversity | —Unverified | 0 |
| Generating Natural Questions from Images for Multimodal Assistants | Nov 17, 2020 | Common Sense ReasoningNatural Questions | —Unverified | 0 |
| Event Extraction as Machine Reading Comprehension | Nov 1, 2020 | Event Argument ExtractionEvent Extraction | —Unverified | 0 |
| Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval | Oct 22, 2020 | answerability predictionLanguage Modelling | —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 |
| Understanding Unnatural Questions Improves Reasoning over Text | Oct 19, 2020 | DiversityNatural Questions | —Unverified | 0 |
| Summary-Oriented Question Generation for Informational Queries | Oct 19, 2020 | ArticlesNatural Questions | —Unverified | 0 |
| QuesBELM: A BERT based Ensemble Language Model for Natural Questions | Oct 18, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering | Oct 16, 2020 | Data AugmentationNatural Questions | CodeCode Available | 0 |
| AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data | Oct 9, 2020 | AttributeNatural Questions | CodeCode Available | 1 |
| ARES: A Reading Comprehension Ensembling Service | Oct 1, 2020 | Machine Reading ComprehensionNatural Questions | —Unverified | 0 |
| No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension | Sep 25, 2020 | Machine Reading ComprehensionNatural Questions | —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 |
| QED: A Framework and Dataset for Explanations in Question Answering | Sep 8, 2020 | Explanation GenerationNatural Questions | CodeCode Available | 1 |
| Revisiting the Open-Domain Question Answering Pipeline | Sep 2, 2020 | Information RetrievalMachine Reading Comprehension | —Unverified | 0 |
| MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering | Jul 30, 2020 | Extractive Question-AnsweringNatural Questions | CodeCode Available | 1 |
| 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 |
| On the Theoretical Properties of the Exchange Algorithm | May 19, 2020 | Natural Questions | —Unverified | 0 |
| C3VQG: Category Consistent Cyclic Visual Question Generation | May 15, 2020 | Natural QuestionsQuestion Generation | CodeCode Available | 1 |
| Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension | May 12, 2020 | Graph AttentionMachine Reading Comprehension | CodeCode Available | 1 |
| RikiNet: Reading Wikipedia Pages for Natural Question Answering | Apr 30, 2020 | Natural Language UnderstandingNatural Questions | —Unverified | 0 |
