| Recommendations for Datasets for Source Code Summarization | Apr 4, 2019 | Code SummarizationSentence | CodeCode Available | 1 |
| Text Generation from Knowledge Graphs with Graph Transformers | Apr 4, 2019 | DecoderDialogue Generation | 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 |
| CNN+CNN: Convolutional Decoders for Image Captioning | May 23, 2018 | Image CaptioningSentence | CodeCode Available | 1 |
| Chinese NER Using Lattice LSTM | May 5, 2018 | Chinese Named Entity RecognitionNER | CodeCode Available | 1 |
| Stack-Pointer Networks for Dependency Parsing | May 3, 2018 | Dependency ParsingSentence | CodeCode Available | 1 |
| Constituency Parsing with a Self-Attentive Encoder | May 2, 2018 | Constituency ParsingSentence | CodeCode Available | 1 |
| On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference | Apr 25, 2018 | Machine TranslationNatural Language Inference | CodeCode Available | 1 |
| Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention | Apr 19, 2018 | RelationRelation Extraction | CodeCode Available | 1 |
| ListOps: A Diagnostic Dataset for Latent Tree Learning | Apr 17, 2018 | DiagnosticListOps | CodeCode Available | 1 |
| Universal Sentence Encoder | Mar 29, 2018 | Conversational Response SelectionSemantic Textual Similarity | CodeCode Available | 1 |
| Stacked Cross Attention for Image-Text Matching | Mar 21, 2018 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Actor and Action Video Segmentation from a Sentence | Mar 20, 2018 | Action SegmentationDecoder | CodeCode Available | 1 |
| SentEval: An Evaluation Toolkit for Universal Sentence Representations | Mar 14, 2018 | General ClassificationMulti-class Classification | CodeCode Available | 1 |
| Interactive Grounded Language Acquisition and Generalization in a 2D World | Jan 31, 2018 | Language AcquisitionQuestion Answering | CodeCode Available | 1 |
| A Deep Generative Framework for Paraphrase Generation | Sep 15, 2017 | DecoderInformation Retrieval | CodeCode Available | 1 |
| VoiceLoop: Voice Fitting and Synthesis via a Phonological Loop | Jul 20, 2017 | Sentencetext-to-speech | CodeCode Available | 1 |
| The Role of Conversation Context for Sarcasm Detection in Online Interactions | Jul 19, 2017 | Sarcasm DetectionSentence | CodeCode Available | 1 |
| TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension | May 9, 2017 | Reading ComprehensionSentence | CodeCode Available | 1 |
| Supervised Learning of Universal Sentence Representations from Natural Language Inference Data | May 5, 2017 | Cross-Lingual Natural Language InferenceNatural Language Inference | CodeCode Available | 1 |
| TALL: Temporal Activity Localization via Language Query | May 5, 2017 | Natural Language Queriesregression | CodeCode Available | 1 |
| Data Augmentation for Low-Resource Neural Machine Translation | May 1, 2017 | Data AugmentationLow Resource Neural Machine Translation | CodeCode Available | 1 |
| Learning to Ask: Neural Question Generation for Reading Comprehension | Apr 29, 2017 | Question GenerationQuestion-Generation | CodeCode Available | 1 |
| A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference | Apr 18, 2017 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| Neural Question Generation from Text: A Preliminary Study | Apr 6, 2017 | DecoderPosition | CodeCode Available | 1 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| Language Modeling with Gated Convolutional Networks | Dec 23, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents | Nov 14, 2016 | Document SummarizationExtractive Summarization | CodeCode Available | 1 |
