| Aspect Specific Opinion Expression Extraction using Attention based LSTM-CRF Network | Feb 7, 2019 | SentenceSentiment Analysis | —Unverified | 0 |
| A Single Attention-Based Combination of CNN and RNN for Relation Classification | Feb 6, 2019 | General ClassificationRelation | —Unverified | 0 |
| An Ensemble Dialogue System for Facts-Based Sentence Generation | Feb 5, 2019 | RerankingRetrieval | —Unverified | 0 |
| Realistic Image Generation using Region-phrase Attention | Feb 4, 2019 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference | Feb 4, 2019 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Unsupervised Clinical Language Translation | Feb 4, 2019 | Clinical Language TranslationMachine Translation | CodeCode Available | 0 |
| Query-oriented text summarization based on hypergraph transversals | Feb 2, 2019 | Document SummarizationSentence | —Unverified | 0 |
| DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension | Feb 1, 2019 | Dialogue UnderstandingMultiple-choice | CodeCode Available | 0 |
| Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models | Feb 1, 2019 | DecoderSentence | —Unverified | 0 |
| Human acceptability judgements for extractive sentence compression | Feb 1, 2019 | SentenceSentence Compression | —Unverified | 0 |
| Learning Efficient Lexically-Constrained Neural Machine Translation with External Memory | Jan 31, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Towards Controlled Transformation of Sentiment in Sentences | Jan 31, 2019 | Sentence | —Unverified | 0 |
| Reference-less Quality Estimation of Text Simplification Systems | Jan 30, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Divide and Generate: Neural Generation of Complex Sentences | Jan 29, 2019 | Sentence | —Unverified | 0 |
| Universal Dependency Parsing from Scratch | Jan 29, 2019 | AllDependency Parsing | CodeCode Available | 0 |
| Structuring an unordered text document | Jan 29, 2019 | Document SummarizationQuestion Answering | —Unverified | 0 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 |
| Data-to-Text Generation with Style Imitation | Jan 28, 2019 | Data-to-Text GenerationSentence | CodeCode Available | 0 |
| Language Model Pre-training for Hierarchical Document Representations | Jan 26, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Comparing of Term Clustering Frameworks for Modular Ontology Learning | Jan 25, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis | Jan 24, 2019 | General ClassificationSentence | —Unverified | 0 |
| NLSC: Unrestricted Natural Language-based Service Composition through Sentence Embeddings | Jan 23, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos | Jan 21, 2019 | Decision MakingMulti-Task Learning | CodeCode Available | 0 |
| Visual Entailment: A Novel Task for Fine-Grained Image Understanding | Jan 20, 2019 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Modeling Latent Sentence Structure in Neural Machine Translation | Jan 18, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Improving Sequence-to-Sequence Learning via Optimal Transport | Jan 18, 2019 | Abstractive Text SummarizationImage Captioning | —Unverified | 0 |
| Sentence transition matrix: An efficient approach that preserves sentence semantics | Jan 16, 2019 | Document SummarizationSemantic Textual Similarity | —Unverified | 0 |
| Dependency or Span, End-to-End Uniform Semantic Role Labeling | Jan 16, 2019 | Model OptimizationSemantic Role Labeling | CodeCode Available | 0 |
| What comes next? Extractive summarization by next-sentence prediction | Jan 12, 2019 | Extractive SummarizationInformativeness | —Unverified | 0 |
| ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation | Jan 11, 2019 | DiversityMachine Translation | —Unverified | 0 |
| Dialog System Technology Challenge 7 | Jan 11, 2019 | Sentence | —Unverified | 0 |
| Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments | Jan 11, 2019 | CoLAGeneral Classification | —Unverified | 0 |
| Context Aware Machine Learning | Jan 10, 2019 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Reverse-Engineering Satire, or "Paper on Computational Humor Accepted Despite Making Serious Advances" | Jan 10, 2019 | Humor DetectionSentence | CodeCode Available | 0 |
| Sentence Rewriting for Semantic Parsing | Jan 10, 2019 | FormSemantic Parsing | —Unverified | 0 |
| Text Mining Customer Reviews For Aspect-based Restaurant Rating | Jan 7, 2019 | Sentence | —Unverified | 0 |
| Aspect Category Detection via Topic-Attention Network | Jan 4, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Feature reinforcement with word embedding and parsing information in neural TTS | Jan 3, 2019 | Sentencetext-to-speech | —Unverified | 0 |
| Is this the end? Two-step tokenization of sentence boundaries | Jan 1, 2019 | SentenceVocal Bursts Valence Prediction | —Unverified | 0 |
| Transfer learning from language models to image caption generators: Better models may not transfer better | Jan 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Tree-LSTM with Tree Attention | Jan 1, 2019 | Sentence | —Unverified | 0 |
| Text Infilling | Jan 1, 2019 | RetrievalSentence | CodeCode Available | 0 |
| Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning | Dec 31, 2018 | Decision MakingSentence | —Unverified | 0 |
| Variational Self-attention Model for Sentence Representation | Dec 30, 2018 | modelSentence | —Unverified | 0 |
| The role of grammar in transition-probabilities of subsequent words in English text | Dec 28, 2018 | SentenceText Generation | —Unverified | 0 |
| Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling | Dec 28, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis | Dec 27, 2018 | General ClassificationSentence | —Unverified | 0 |
| Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction | Dec 27, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| 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 |