| Text-based depression detection on sparse data | Apr 8, 2019 | Depression DetectionSentence | CodeCode Available | 0 |
| Unsupervised Recurrent Neural Network Grammars | Apr 7, 2019 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 0 |
| SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression | Apr 7, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| LICD: A Language-Independent Approach for Aspect Category Detection | Apr 7, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Evaluating Coherence in Dialogue Systems using Entailment | Apr 6, 2019 | Dialogue EvaluationDiversity | CodeCode Available | 0 |
| The Mathematics of Text Structure | Apr 6, 2019 | Sentence | CodeCode Available | 0 |
| ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples | Apr 6, 2019 | SentenceSuggestion mining | —Unverified | 0 |
| Weakly Supervised Video Moment Retrieval From Text Queries | Apr 5, 2019 | Moment RetrievalNatural Language Queries | CodeCode Available | 0 |
| Effective Context and Fragment Feature Usage for Named Entity Recognition | Apr 5, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Distinguishing Clinical Sentiment: The Importance of Domain Adaptation in Psychiatric Patient Health Records | Apr 5, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Outlier Detection for Improved Data Quality and Diversity in Dialog Systems | Apr 5, 2019 | Diversityintent-classification | —Unverified | 0 |
| PoMo: Generating Entity-Specific Post-Modifiers in Context | Apr 5, 2019 | ArticlesSentence | —Unverified | 0 |
| Alternative Weighting Schemes for ELMo Embeddings | Apr 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Apr 4, 2019 | Reading ComprehensionRelation | —Unverified | 0 |
| Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification | Apr 4, 2019 | Reinforcement LearningReranking | CodeCode Available | 0 |
| Composition of Sentence Embeddings:Lessons from Statistical Relational Learning | Apr 4, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation | Apr 4, 2019 | Machine TranslationSentence | —Unverified | 0 |
| Unifying Human and Statistical Evaluation for Natural Language Generation | Apr 4, 2019 | DiversitySentence | CodeCode Available | 0 |
| The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings | Apr 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Deep Structured Semantic Models for Commonsense Reasoning | Apr 3, 2019 | Common Sense ReasoningCoreference Resolution | —Unverified | 0 |
| Learning Outside the Box: Discourse-level Features Improve Metaphor Identification | Apr 3, 2019 | Document EmbeddingSentence | CodeCode Available | 0 |
| CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition | Apr 3, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Training Data Augmentation for Context-Sensitive Neural Lemmatization Using Inflection Tables and Raw Text | Apr 2, 2019 | Data AugmentationLEMMA | CodeCode Available | 0 |
| A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations | Apr 2, 2019 | DisentanglementSemantic Similarity | CodeCode Available | 0 |
| PAWS: Paraphrase Adversaries from Word Scrambling | Apr 1, 2019 | Paraphrase IdentificationSentence | CodeCode Available | 0 |
