| A study of semantic augmentation of word embeddings for extractive summarization | Sep 1, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Compositional Hyponymy with Positive Operators | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Multilingual Probing of Deep Pre-Trained Contextual Encoders | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| TDDiscourse: A Dataset for Discourse-Level Temporal Ordering of Events | Sep 1, 2019 | ArticlesRelation Classification | —Unverified | 0 |
| Transfer Learning Between Related Tasks Using Expected Label Proportions | Sep 1, 2019 | SentenceSentiment Analysis | CodeCode Available | 0 |
| A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis | Sep 1, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Self-Attention with Structural Position Representations | Sep 1, 2019 | PositionSentence | —Unverified | 0 |
| A Unified Neural Coherence Model | Sep 1, 2019 | Machine Translationmodel | —Unverified | 0 |
| QuASE: Question-Answer Driven Sentence Encoding | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Higher-order Comparisons of Sentence Encoder Representations | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| WSLLN: Weakly Supervised Natural Language Localization Networks | Aug 31, 2019 | Sentence | —Unverified | 0 |
| Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations | Aug 31, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| NEZHA: Neural Contextualized Representation for Chinese Language Understanding | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Learning with Noisy Labels for Sentence-level Sentiment Classification | Aug 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Back-Translation with Uncertainty-based Confidence Estimation | Aug 31, 2019 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | CodeCode Available | 0 |
| Humor Detection: A Transformer Gets the Last Laugh | Aug 31, 2019 | Humor DetectionSentence | CodeCode Available | 1 |
| Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs | Aug 31, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling | Aug 31, 2019 | SentenceVideo Captioning | CodeCode Available | 0 |
| Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite | Aug 31, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization | Aug 31, 2019 | Abstractive Text SummarizationDeep Reinforcement Learning | —Unverified | 0 |
| PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification | Aug 30, 2019 | Paraphrase IdentificationSentence | CodeCode Available | 2 |
| Autoregressive Text Generation Beyond Feedback Loops | Aug 30, 2019 | SentenceText Generation | CodeCode Available | 0 |
| DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension | Aug 30, 2019 | Reading ComprehensionSentence | CodeCode Available | 0 |
| Hierarchical Pointer Net Parsing | Aug 30, 2019 | DecoderDiscourse Parsing | CodeCode Available | 0 |
| Reflective Decoding Network for Image Captioning | Aug 30, 2019 | DecoderImage Captioning | —Unverified | 0 |
