| Ensemble ALBERT and RoBERTa for Span Prediction in Question Answering | Aug 1, 2021 | Conversational Question AnsweringNatural Questions | —Unverified | 0 |
| A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections | Jun 16, 2021 | Natural QuestionsQuestion Answering | —Unverified | 0 |
| RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering | Jun 1, 2021 | Machine Reading ComprehensionNatural Questions | —Unverified | 0 |
| Investigating the Effect of Background Knowledge on Natural Questions | Jun 1, 2021 | Natural QuestionsRetrieval | —Unverified | 0 |
| VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension | May 7, 2021 | Machine Reading ComprehensionNatural Questions | —Unverified | 0 |
| Open Domain Question Answering over Tables via Dense Retrieval | Mar 22, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information | Feb 16, 2021 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis | Feb 12, 2021 | Natural QuestionsQ-Learning | —Unverified | 0 |
| Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge | Feb 5, 2021 | AI2 Reasoning ChallengeARC | —Unverified | 0 |
| A Petri Dish for Histopathology Image Analysis | Jan 29, 2021 | Binary ClassificationNatural Questions | —Unverified | 0 |
| Representations for Question Answering from Documents with Tables and Text | Jan 26, 2021 | Natural QuestionsQuestion Answering | —Unverified | 0 |
| Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering | Jan 2, 2021 | Explanation GenerationNatural Questions | —Unverified | 0 |
| A Frequency-Based Learning-To-Rank Approach for Personal Digital Traces | Dec 24, 2020 | Learning-To-RankNatural Questions | —Unverified | 0 |
| 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 |
| Summary-Oriented Question Generation for Informational Queries | Oct 19, 2020 | ArticlesNatural Questions | —Unverified | 0 |
| Understanding Unnatural Questions Improves Reasoning over Text | Oct 19, 2020 | DiversityNatural 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 |
| 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 |
| Answering Any-hop Open-domain Questions with Iterative Document Reranking | Sep 16, 2020 | Multi-hop Question AnsweringNatural Questions | —Unverified | 0 |
| Revisiting the Open-Domain Question Answering Pipeline | Sep 2, 2020 | Information RetrievalMachine Reading Comprehension | —Unverified | 0 |