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| Unsupervised Question Answering via Answer Diversifying | Aug 23, 2022 | Data AugmentationDenoising | CodeCode Available | 0 |
| SKILL: Structured Knowledge Infusion for Large Language Models | May 17, 2022 | Knowledge GraphsTriviaQA | —Unverified | 0 |
| A Copy-Augmented Generative Model for Open-Domain Question Answering | May 1, 2022 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval | Apr 18, 2022 | Natural QuestionsPassage Retrieval | —Unverified | 0 |
| Deep Understanding based Multi-Document Machine Reading Comprehension | Feb 25, 2022 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation | Jan 13, 2022 | InformativenessQuestion Answering | —Unverified | 0 |
| You Only Need One Model for Open-domain Question Answering | Dec 14, 2021 | Hard AttentionNatural Questions | —Unverified | 0 |
| What’s in a Name? Answer Equivalence For Open-Domain Question Answering | Nov 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Challenges in Generalization in Open Domain Question Answering | Oct 16, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| A Copy-Augmented Generative Model for Open-Domain Question Answering | Oct 16, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| Attention-guided Generative Models for Extractive Question Answering | Oct 12, 2021 | DecoderExtractive Question-Answering | —Unverified | 0 |
| KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering | Oct 8, 2021 | Answer GenerationDecoder | —Unverified | 0 |
| Adversarial Retriever-Ranker for dense text retrieval | Oct 7, 2021 | Natural QuestionsRetrieval | CodeCode Available | 0 |
| Relation-Guided Pre-Training for Open-Domain Question Answering | Sep 21, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| 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 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| 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 |
| Machine Reading Comprehension with Enhanced Linguistic Verifiers | Jan 1, 2021 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| UnitedQA: A Hybrid Approach for Open Domain Question Answering | Jan 1, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Studying Strategically: Learning to Mask for Closed-book QA | Dec 31, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |