| Text Generation from Knowledge Graphs with Graph Transformers | Apr 4, 2019 | DecoderDialogue Generation | CodeCode Available | 1 |
| Recommendations for Datasets for Source Code Summarization | Apr 4, 2019 | Code SummarizationSentence | CodeCode Available | 1 |
| Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders | Apr 3, 2019 | Constituency ParsingSentence | CodeCode Available | 1 |
| SciBERT: A Pretrained Language Model for Scientific Text | Mar 26, 2019 | Citation Intent ClassificationDependency Parsing | CodeCode Available | 1 |
| Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement | Mar 14, 2019 | SentenceTranslation | CodeCode Available | 1 |
| BERT for Joint Intent Classification and Slot Filling | Feb 28, 2019 | General Classificationintent-classification | CodeCode Available | 1 |
| Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference | Feb 4, 2019 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond | Dec 26, 2018 | Cross-Lingual Bitext MiningCross-Lingual Document Classification | CodeCode Available | 1 |
| Grounded Video Description | Dec 17, 2018 | Image DescriptionSentence | CodeCode Available | 1 |
| e-SNLI: Natural Language Inference with Natural Language Explanations | Dec 4, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Learning Speaker Representations with Mutual Information | Dec 1, 2018 | SentenceSpeaker Identification | CodeCode Available | 1 |
| Jointly Learning to Label Sentences and Tokens | Nov 14, 2018 | Grammatical Error DetectionSentence | CodeCode Available | 1 |
| pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference | Oct 20, 2018 | Common Sense ReasoningSentence | CodeCode Available | 1 |
| A Neural Transition-based Model for Nested Mention Recognition | Oct 3, 2018 | Named Entity Recognition (NER)Nested Mention Recognition | CodeCode Available | 1 |
| Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks | Oct 1, 2018 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
| HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering | Sep 25, 2018 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Transforming Question Answering Datasets Into Natural Language Inference Datasets | Sep 9, 2018 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 |
| Generating Distractors for Reading Comprehension Questions from Real Examinations | Sep 8, 2018 | DecoderDistractor Generation | CodeCode Available | 1 |
| Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction | Aug 29, 2018 | ArticlesCoreference Resolution | CodeCode Available | 1 |
| MedSTS: A Resource for Clinical Semantic Textual Similarity | Aug 28, 2018 | Decision MakingSemantic Similarity | CodeCode Available | 1 |
| Reinforcement Learning for Relation Classification from Noisy Data | Aug 24, 2018 | Classificationreinforcement-learning | CodeCode Available | 1 |
| Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding | Aug 22, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 |
| On the Impact of Various Types of Noise on Neural Machine Translation | May 31, 2018 | Machine TranslationSentence | CodeCode Available | 1 |
| Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting | May 28, 2018 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
