| A Generative Model for Punctuation in Dependency Trees | Jun 26, 2019 | modelPunctuation Restoration | —Unverified | 0 |
| User-Oriented Summaries Using a PSO Based Scoring Optimization Method | Jun 26, 2019 | SentenceText Summarization | —Unverified | 0 |
| Compound Probabilistic Context-Free Grammars for Grammar Induction | Jun 24, 2019 | Constituency Grammar InductionSentence | CodeCode Available | 0 |
| Embedding Projection for Targeted Cross-Lingual Sentiment: Model Comparisons and a Real-World Study | Jun 24, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Is It Worth the Attention? A Comparative Evaluation of Attention Layers for Argument Unit Segmentation | Jun 24, 2019 | SentenceWord Embeddings | CodeCode Available | 0 |
| Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs | Jun 24, 2019 | NegationOpen-Ended Question Answering | —Unverified | 0 |
| Decomposable Neural Paraphrase Generation | Jun 24, 2019 | Domain AdaptationParaphrase Generation | —Unverified | 0 |
| Sequence Generation: From Both Sides to the Middle | Jun 23, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Learning with fuzzy hypergraphs: a topical approach to query-oriented text summarization | Jun 22, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation | Jun 22, 2019 | DecoderMachine Translation | CodeCode Available | 0 |
| RLTM: An Efficient Neural IR Framework for Long Documents | Jun 22, 2019 | Information RetrievalReinforcement Learning | —Unverified | 0 |
| A Deep Generative Model for Code-Switched Text | Jun 21, 2019 | modelSentence | CodeCode Available | 0 |
| Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays | Jun 21, 2019 | Deep LearningDescriptive | —Unverified | 0 |
| Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data | Jun 21, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Few-Shot Sequence Labeling with Label Dependency Transfer and Pair-wise Embedding | Jun 20, 2019 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 |
| Hindi Question Generation Using Dependency Structures | Jun 20, 2019 | Question AnsweringQuestion Generation | —Unverified | 0 |
| Low-Resource Corpus Filtering using Multilingual Sentence Embeddings | Jun 20, 2019 | DecoderSentence | —Unverified | 0 |
| Multi-Grained Named Entity Recognition | Jun 20, 2019 | Multi-Grained Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Hierarchical Document Encoder for Parallel Corpus Mining | Jun 20, 2019 | Parallel Corpus MiningSentence | —Unverified | 0 |
| Learning Compressed Sentence Representations for On-Device Text Processing | Jun 19, 2019 | RetrievalSentence | CodeCode Available | 0 |
| EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing | Jun 19, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Scheduled Sampling for Transformers | Jun 18, 2019 | Sentence | CodeCode Available | 0 |
| Attention Guided Graph Convolutional Networks for Relation Extraction | Jun 18, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| A Structured Distributional Model of Sentence Meaning and Processing | Jun 17, 2019 | SentenceWord Embeddings | —Unverified | 0 |
| A Multi-Task Architecture on Relevance-based Neural Query Translation | Jun 17, 2019 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |
| Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue | Jun 17, 2019 | Sentence | CodeCode Available | 0 |
| BERE: An accurate distantly supervised biomedical entity relation extraction network | Jun 17, 2019 | RelationRelation Extraction | —Unverified | 0 |
| A Temporal Sequence Learning for Action Recognition and Prediction | Jun 17, 2019 | Action RecognitionPrediction | —Unverified | 0 |
| ParNet: Position-aware Aggregated Relation Network for Image-Text matching | Jun 17, 2019 | Image-text matchingPosition | —Unverified | 0 |
| Multi-Hop Paragraph Retrieval for Open-Domain Question Answering | Jun 15, 2019 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 0 |
| A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics Generation | Jun 15, 2019 | Sentence | —Unverified | 0 |
| NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language | Jun 14, 2019 | Question AnsweringSentence | CodeCode Available | 0 |
| Improving Visual Question Answering by Referring to Generated Paragraph Captions | Jun 14, 2019 | DecoderImage Captioning | —Unverified | 0 |
| Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection | Jun 13, 2019 | Sentence | —Unverified | 0 |
| A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics | Jun 13, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Computational Analysis of Natural Languages to Build a Sentence Structure Aware Artificial Neural Network | Jun 13, 2019 | Sentence | —Unverified | 0 |
| On the Effect of Word Order on Cross-lingual Sentiment Analysis | Jun 13, 2019 | Cross-Lingual Sentiment ClassificationGeneral Classification | —Unverified | 0 |
| Correlating Twitter Language with Community-Level Health Outcomes | Jun 13, 2019 | Clusteringregression | CodeCode Available | 0 |
| Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking | Jun 13, 2019 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| Monotonic Infinite Lookback Attention for Simultaneous Machine Translation | Jun 12, 2019 | Machine TranslationNMT | —Unverified | 0 |
| Probing Multilingual Sentence Representations With X-Probe | Jun 12, 2019 | Natural Language InferenceSentence | —Unverified | 0 |
| Continual and Multi-Task Architecture Search | Jun 12, 2019 | Continual LearningGeneral Classification | CodeCode Available | 0 |
| Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension | Jun 12, 2019 | Multi-Hop Reading ComprehensionReading Comprehension | CodeCode Available | 0 |
| Cued@wmt19:ewc&lms | Jun 11, 2019 | Language ModellingSentence | —Unverified | 0 |
| Generating Summaries with Topic Templates and Structured Convolutional Decoders | Jun 11, 2019 | DecoderSentence | CodeCode Available | 0 |
| Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification | Jun 11, 2019 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 0 |
| Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding | Jun 11, 2019 | DecoderReview Generation | CodeCode Available | 0 |
| Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network | Jun 11, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation | Jun 11, 2019 | DecoderMachine Translation | —Unverified | 0 |
| What Kind of Language Is Hard to Language-Model? | Jun 11, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |