| Sentence transition matrix: An efficient approach that preserves sentence semantics | Jan 16, 2019 | Document SummarizationSemantic Textual Similarity | —Unverified | 0 |
| What comes next? Extractive summarization by next-sentence prediction | Jan 12, 2019 | Extractive SummarizationInformativeness | —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 |
| ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation | Jan 11, 2019 | DiversityMachine Translation | —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 |
| Context Aware Machine Learning | Jan 10, 2019 | BIG-bench Machine LearningSentence | —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 |
| Improving Tree-LSTM with Tree Attention | Jan 1, 2019 | Sentence | —Unverified | 0 |
| Text Infilling | Jan 1, 2019 | RetrievalSentence | CodeCode Available | 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 |
| 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 |
| Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction | Dec 27, 2018 | RelationRelation Extraction | CodeCode Available | 0 |
| CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis | Dec 27, 2018 | General ClassificationSentence | —Unverified | 0 |
| Learning to Refine Source Representations for Neural Machine Translation | Dec 26, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Multimodal deep learning for short-term stock volatility prediction | Dec 25, 2018 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| Sequence to Sequence Learning for Query Expansion | Dec 25, 2018 | Information RetrievalKeyword Extraction | —Unverified | 0 |
| Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input | Dec 23, 2018 | DecoderMachine Translation | —Unverified | 0 |
