| Confusionset-guided Pointer Networks for Chinese Spelling Check | Jul 1, 2019 | Sentence | —Unverified | 0 |
| ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| You Only Need Attention to Traverse Trees | Jul 1, 2019 | Sentence | —Unverified | 0 |
| Neural Relation Extraction for Knowledge Base Enrichment | Jul 1, 2019 | DecoderEntity Disambiguation | —Unverified | 0 |
| Neural Machine Translation with Reordering Embeddings | Jul 1, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese | Jul 1, 2019 | RelationSentence | —Unverified | 0 |
| Transfer Capsule Network for Aspect Level Sentiment Classification | Jul 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Stochastic Tokenization with a Language Model for Neural Text Classification | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine Translation | Jul 1, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Cross-Sentence Grammatical Error Correction | Jul 1, 2019 | DecoderGrammatical Error Correction | CodeCode Available | 0 |
| Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses | Jul 1, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Generating Diverse Translations with Sentence Codes | Jul 1, 2019 | DiversityMachine Translation | —Unverified | 0 |
| Deep Bayesian Natural Language Processing | Jul 1, 2019 | Caption GenerationClustering | —Unverified | 0 |
| Graph-Based Meaning Representations: Design and Processing | Jul 1, 2019 | SentenceSurvey | CodeCode Available | 0 |
| Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning | Jul 1, 2019 | SentenceTransfer Learning | CodeCode Available | 0 |
| Representation, Exploration and Recommendation of Music Playlists | Jul 1, 2019 | Music RecommendationSentence | —Unverified | 0 |
| Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations | Jul 1, 2019 | DecoderMachine Translation | —Unverified | 0 |
| A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling | Jun 30, 2019 | Intent DetectionSentence | CodeCode Available | 0 |
| Relating Simple Sentence Representations in Deep Neural Networks and the Brain | Jun 27, 2019 | Sentence | CodeCode Available | 0 |
| Inducing Syntactic Trees from BERT Representations | Jun 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion | Jun 27, 2019 | SentenceSentence Embeddings | —Unverified | 0 |
| User-Oriented Summaries Using a PSO Based Scoring Optimization Method | Jun 26, 2019 | SentenceText Summarization | —Unverified | 0 |
| Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis | Jun 26, 2019 | Relation ExtractionSentence | CodeCode Available | 0 |
| A Generative Model for Punctuation in Dependency Trees | Jun 26, 2019 | modelPunctuation Restoration | —Unverified | 0 |
| A Deep Decoder Structure Based on WordEmbedding Regression for An Encoder-Decoder Based Model for Image Captioning | Jun 26, 2019 | DecoderImage Captioning | —Unverified | 0 |
