| Improving Unsupervised Question Answering via Summarization-Informed Question Generation | Sep 16, 2021 | ArticlesDependency Parsing | —Unverified | 0 |
| What's in a Name? Answer Equivalence For Open-Domain Question Answering | Sep 11, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| RoR: Read-over-Read for Long Document Machine Reading Comprehension | Sep 10, 2021 | Machine Reading ComprehensionReading Comprehension | CodeCode Available | 1 |
| R2-D2: A Modular Baseline for Open-Domain Question Answering | Sep 8, 2021 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Efficient Passage Retrieval with Hashing for Open-domain Question Answering | Jun 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering | Jun 1, 2021 | Machine Reading ComprehensionNatural Questions | —Unverified | 0 |
| On the Influence of Masking Policies in Intermediate Pre-training | Apr 18, 2021 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Evaluating Neural Model Robustness for Machine Comprehension | Apr 1, 2021 | Adversarial Attackmodel | —Unverified | 0 |
| End-to-End Training of Neural Retrievers for Open-Domain Question Answering | Jan 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering | Jan 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 1 |
| UnitedQA: A Hybrid Approach for Open Domain Question Answering | Jan 1, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Machine Reading Comprehension with Enhanced Linguistic Verifiers | Jan 1, 2021 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| Studying Strategically: Learning to Mask for Closed-book QA | Dec 31, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Memory Efficient Baseline for Open Domain Question Answering | Dec 30, 2020 | Dimensionality ReductionOpen-Domain Question Answering | CodeCode Available | 1 |
| KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning | Dec 7, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction | Nov 26, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering | Oct 21, 2020 | Machine Reading ComprehensionNatural Questions | CodeCode Available | 1 |
| 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 |
| 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 |
| Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension | May 16, 2020 | ChunkingMachine Reading Comprehension | CodeCode Available | 1 |
| Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering | May 5, 2020 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| Contextualized Representations Using Textual Encyclopedic Knowledge | Apr 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
