| Ranking and Sampling in Open-Domain Question Answering | Nov 1, 2019 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension | Oct 29, 2019 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Relational Graph Representation Learning for Open-Domain Question Answering | Oct 18, 2019 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs | Oct 18, 2019 | Document Summarizationgraph construction | CodeCode Available | 0 |
| Reducing Transformer Depth on Demand with Structured Dropout | Sep 25, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Conversational AI : Open Domain Question Answering and Commonsense Reasoning | Sep 18, 2019 | Common Sense ReasoningOpen-Domain Question Answering | —Unverified | 0 |
| Language Models as Knowledge Bases? | Sep 3, 2019 | Language ModellingOpen-Domain Question Answering | CodeCode Available | 0 |
| FriendsQA: Open-Domain Question Answering on TV Show Transcripts | Sep 1, 2019 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering | Aug 22, 2019 | AllArticles | —Unverified | 0 |
| ERNIE 2.0: A Continual Pre-training Framework for Language Understanding | Jul 29, 2019 | Chinese Named Entity RecognitionChinese Reading Comprehension | CodeCode Available | 3 |
| SpanBERT: Improving Pre-training by Representing and Predicting Spans | Jul 24, 2019 | Coreference ResolutionLinguistic Acceptability | CodeCode Available | 0 |
| ELI5: Long Form Question Answering | Jul 22, 2019 | FormLanguage Modeling | CodeCode Available | 1 |
| XQA: A Cross-lingual Open-domain Question Answering Dataset | Jul 1, 2019 | Machine TranslationOpen-Domain Question Answering | CodeCode Available | 1 |
| Multi-Hop Paragraph Retrieval for Open-Domain Question Answering | Jun 15, 2019 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index | Jun 13, 2019 | GPUOpen-Domain Question Answering | CodeCode Available | 0 |
| Neural Arabic Question Answering | Jun 12, 2019 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| Latent Retrieval for Weakly Supervised Open Domain Question Answering | Jun 1, 2019 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 1 |
| Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering | May 14, 2019 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Generating Long Sequences with Sparse Transformers | Apr 23, 2019 | DiversityImage Generation | CodeCode Available | 3 |
| PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text | Apr 21, 2019 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering | Apr 14, 2019 | Data AugmentationOpen-Domain Question Answering | —Unverified | 0 |
| Natural Language Generation at Scale: A Case Study for Open Domain Question Answering | Mar 19, 2019 | DecoderKnowledge Graphs | —Unverified | 0 |
| Evidence Sentence Extraction for Machine Reading Comprehension | Feb 23, 2019 | Machine Reading ComprehensionMultiple-choice | CodeCode Available | 0 |
| End-to-End Open-Domain Question Answering with BERTserini | Feb 5, 2019 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases | Feb 2, 2019 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| HAS-QA: Hierarchical Answer Spans Model for Open-domain Question Answering | Jan 12, 2019 | Open-Domain Question AnsweringPosition | —Unverified | 0 |
| Answering Science Exam Questions Using Query Reformulation with Background Knowledge | Nov 17, 2018 | ARCInformation Retrieval | —Unverified | 0 |
| Densely Connected Attention Propagation for Reading Comprehension | Nov 10, 2018 | AllOpen-Domain Question Answering | CodeCode Available | 1 |
| Text Embeddings for Retrieval From a Large Knowledge Base | Oct 24, 2018 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Somm: Into the Model | Oct 1, 2018 | BIG-bench Machine LearningInformation Retrieval | —Unverified | 0 |
| Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension | Oct 1, 2018 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| A dataset and baselines for sequential open-domain question answering | Oct 1, 2018 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| Cross-Pair Text Representations for Answer Sentence Selection | Oct 1, 2018 | Natural Language InferenceOpen-Domain Question Answering | CodeCode Available | 0 |
| Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering | Oct 1, 2018 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 0 |
| Denoise while Aggregating: Collaborative Learning in Open-Domain Question Answering | Sep 27, 2018 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Answering Science Exam Questions Using Query Rewriting with Background Knowledge | Sep 15, 2018 | ARCInformation Retrieval | —Unverified | 0 |
| Convolutional Neural Network: Text Classification Model for Open Domain Question Answering System | Sep 7, 2018 | General ClassificationInformation Retrieval | —Unverified | 0 |
| Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text | Sep 4, 2018 | Graph Representation LearningOpen-Domain Question Answering | CodeCode Available | 0 |
| Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering | Aug 28, 2018 | AI2 Reasoning ChallengeARC | CodeCode Available | 0 |
| A Review on Deep Learning Techniques Applied to Answer Selection | Aug 1, 2018 | Answer SelectionCommunity Question Answering | —Unverified | 0 |
| Open-Domain Event Detection using Distant Supervision | Aug 1, 2018 | Event DetectionOpen-Domain Question Answering | CodeCode Available | 0 |
| RECIPE: Applying Open Domain Question Answering to Privacy Policies | Jul 1, 2018 | DescriptiveOpen-Domain Question Answering | —Unverified | 0 |
| Denoising Distantly Supervised Open-Domain Question Answering | Jul 1, 2018 | DenoisingInformation Retrieval | CodeCode Available | 0 |
| Focused Hierarchical RNNs for Conditional Sequence Processing | Jun 12, 2018 | Open-Domain Question AnsweringPolicy Gradient Methods | —Unverified | 0 |
| WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval | May 10, 2018 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading | Apr 27, 2018 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| Training a Ranking Function for Open-Domain Question Answering | Apr 12, 2018 | Information RetrievalOpen-Domain Question Answering | —Unverified | 0 |
| A Question-Focused Multi-Factor Attention Network for Question Answering | Jan 25, 2018 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Assertion-based QA with Question-Aware Open Information Extraction | Jan 23, 2018 | Learning-To-RankOpen-Domain Question Answering | —Unverified | 0 |
| Learning to Organize Knowledge and Answer Questions with N-Gram Machines | Nov 17, 2017 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
