| Hyperlink-induced Pre-training for Passage Retrieval of Open-domain Question Answering | Nov 16, 2021 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text | Nov 16, 2021 | Data-to-Text GenerationNatural Questions | —Unverified | 0 |
| Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering | Nov 16, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training | Nov 16, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? | Nov 16, 2021 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation | Nov 1, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| What’s in a Name? Answer Equivalence For Open-Domain Question Answering | Nov 1, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval | Nov 1, 2021 | Open-Domain Question AnsweringPassage Retrieval | —Unverified | 0 |
| Neural Natural Logic Inference for Interpretable Question Answering | Nov 1, 2021 | Multiple-choiceNatural Language Inference | CodeCode Available | 0 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering | Nov 1, 2021 | ArticlesOpen-Domain Question Answering | CodeCode Available | 0 |
| Learning from Limited Labels for Long Legal Dialogue | Nov 1, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Dense Hierarchical Retrieval for Open-Domain Question Answering | Oct 28, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| 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 |
| C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References | Oct 16, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Open Domain Question Answering with A Unified Knowledge Interface | Oct 16, 2021 | Data-to-Text GenerationNatural Questions | CodeCode Available | 1 |
| Attacking Open-domain Question Answering by Injecting Misinformation | Oct 15, 2021 | MisinformationOpen-Domain Question Answering | CodeCode Available | 0 |
| CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training | Oct 14, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking | Oct 14, 2021 | Data AugmentationInformation Retrieval | CodeCode Available | 0 |
| Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation | Oct 14, 2021 | Answer GenerationGenerative Question Answering | —Unverified | 0 |
| Open-Domain Question-Answering for COVID-19 and Other Emergent Domains | Oct 13, 2021 | DiversityMisinformation | CodeCode Available | 0 |
| Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? | Oct 13, 2021 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| Attention-guided Generative Models for Extractive Question Answering | Oct 12, 2021 | DecoderExtractive Question-Answering | —Unverified | 0 |
| Mention Memory: incorporating textual knowledge into Transformers through entity mention attention | Oct 12, 2021 | Claim VerificationNatural Language Understanding | CodeCode Available | 0 |
| Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval | Oct 12, 2021 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation | Oct 10, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Enhance Long Text Understanding via Distilled Gist Detector from Abstractive Summarization | Oct 10, 2021 | Abstractive Text SummarizationDocument Classification | —Unverified | 0 |
| The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design | Oct 9, 2021 | ChunkingIn-Context Learning | —Unverified | 0 |
| KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering | Oct 8, 2021 | Answer GenerationDecoder | —Unverified | 0 |
| EntQA: Entity Linking as Question Answering | Oct 5, 2021 | BenchmarkingEntity Linking | CodeCode Available | 1 |
| Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering | Oct 4, 2021 | Domain AdaptationOpen-Domain Question Answering | —Unverified | 0 |
| Towards Universal Dense Retrieval for Open-domain Question Answering | Sep 23, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Relation-Guided Pre-Training for Open-Domain Question Answering | Sep 21, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| Simple Entity-Centric Questions Challenge Dense Retrievers | Sep 17, 2021 | Data AugmentationOpen-Domain Question Answering | CodeCode Available | 1 |
| Phrase Retrieval Learns Passage Retrieval, Too | Sep 16, 2021 | Entity LinkingOpen-Domain Question Answering | CodeCode Available | 1 |
| Adaptive Information Seeking for Open-Domain Question Answering | Sep 14, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| What's in a Name? Answer Equivalence For Open-Domain Question Answering | Sep 11, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Refocusing on Relevance: Personalization in NLG | Sep 10, 2021 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| R2-D2: A Modular Baseline for Open-Domain Question Answering | Sep 8, 2021 | Open-Domain Question AnsweringPassage Retrieval | CodeCode Available | 1 |
| ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections | Sep 8, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Challenges in Generalization in Open Domain Question Answering | Sep 2, 2021 | Natural QuestionsOpen-Domain Question Answering | CodeCode Available | 0 |
| Decoupled Transformer for Scalable Inference in Open-domain Question Answering | Sep 1, 2021 | Knowledge DistillationMachine Reading Comprehension | —Unverified | 0 |
| Unsupervised Open-Domain Question Answering | Aug 31, 2021 | Machine Reading ComprehensionOpen-Domain Question Answering | —Unverified | 0 |
| Dealing with Typos for BERT-based Passage Retrieval and Ranking | Aug 27, 2021 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| 0.8% Nyquist computational ghost imaging via non-experimental deep learning | Aug 17, 2021 | 3D Face Modelling | —Unverified | 0 |
| Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering | Aug 5, 2021 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Decoupled Transformer for Scalable Inference in Open-domain Question Answering | Aug 5, 2021 | Knowledge DistillationMachine Reading Comprehension | —Unverified | 0 |
| Combining Open Domain Question Answering with a Task-Oriented Dialog System | Aug 1, 2021 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Reader-Guided Passage Reranking for Open-Domain Question Answering | Aug 1, 2021 | Open-Domain Question AnsweringPassage Reranking | CodeCode Available | 1 |
