| Robustness to Modification with Shared Words in Paraphrase Identification | Sep 5, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks | Sep 5, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction | Sep 5, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| TransSent: Towards Generation of Structured Sentences with Discourse Marker | Sep 5, 2019 | Dialogue GenerationSentence | —Unverified | 0 |
| An Entity-Driven Framework for Abstractive Summarization | Sep 4, 2019 | Abstract generationAbstractive Text Summarization | —Unverified | 0 |
| Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation | Sep 4, 2019 | NMTSentence | —Unverified | 0 |
| Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering | Sep 3, 2019 | Answer SelectionInformation Retrieval | —Unverified | 0 |
| Encode, Tag, Realize: High-Precision Text Editing | Sep 3, 2019 | Abstractive Text SummarizationDecoder | CodeCode Available | 0 |
| Local Embeddings for Relational Data Integration | Sep 3, 2019 | Data IntegrationEntity Resolution | —Unverified | 0 |
| Annotation and Classification of Sentence-level Revision Improvement | Sep 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Transfer Fine-Tuning: A BERT Case Study | Sep 3, 2019 | Natural Language UnderstandingParaphrase Identification | CodeCode Available | 0 |
| Improving Context-aware Neural Machine Translation with Target-side Context | Sep 2, 2019 | DecoderMachine Translation | —Unverified | 0 |
| Modeling Long-Range Context for Concurrent Dialogue Acts Recognition | Sep 2, 2019 | Sentence | —Unverified | 0 |
| Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b | Sep 2, 2019 | General ClassificationQuestion Answering | —Unverified | 0 |
| Sentence-Level Content Planning and Style Specification for Neural Text Generation | Sep 2, 2019 | Abstract generationArticles | —Unverified | 0 |
| Exploiting Open IE for Deriving Multiple Premises Entailment Corpus | Sep 1, 2019 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 |
| Enhancing Natural Language Understanding through Cross-Modal Interaction: Meaning Recovery from Acoustically Noisy Speech | Sep 1, 2019 | Natural Language UnderstandingSentence | —Unverified | 0 |
| A Unified Neural Coherence Model | Sep 1, 2019 | Machine Translationmodel | —Unverified | 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 |
| Discourse-Based Approach to Involvement of Background Knowledge for Question Answering | Sep 1, 2019 | Question AnsweringSentence | —Unverified | 0 |
| Naive Regularizers for Low-Resource Neural Machine Translation | Sep 1, 2019 | Inductive BiasLow Resource Neural Machine Translation | —Unverified | 0 |
| Discourse-Aware Hierarchical Attention Network for Extractive Single-Document Summarization | Sep 1, 2019 | Document SummarizationSentence | —Unverified | 0 |
| Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations | Sep 1, 2019 | Contextualised Word RepresentationsInformation Retrieval | —Unverified | 0 |
| Automatic Detection of Translation Direction | Sep 1, 2019 | Machine TranslationSentence | —Unverified | 0 |
| Natural Language Processing in Policy Evaluation: Extracting Policy Conditions from IMF Loan Agreements | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Language Modeling with Syntactic and Semantic Representation for Sentence Acceptability Predictions | Sep 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| QuASE: Question-Answer Driven Sentence Encoding | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Lexicon information in neural sentiment analysis: a multi-task learning approach | Sep 1, 2019 | Multi-Task LearningSentence | CodeCode Available | 0 |
| Sentence Simplification for Semantic Role Labelling and Information Extraction | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Self-Attention with Structural Position Representations | Sep 1, 2019 | PositionSentence | —Unverified | 0 |
| Morphosyntactic Disambiguation in an Endangered Language Setting | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Multilingual sentence-level bias detection in Wikipedia | Sep 1, 2019 | ArticlesBias Detection | CodeCode Available | 0 |
| Multilingual Probing of Deep Pre-Trained Contextual Encoders | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| Parallel Corpus of Croatian-Italian Administrative Texts | Sep 1, 2019 | Sentence | —Unverified | 0 |
| A topic-based sentence representation for extractive text summarization | Sep 1, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A study of semantic augmentation of word embeddings for extractive summarization | Sep 1, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification | Sep 1, 2019 | Binary ClassificationRetrieval | —Unverified | 0 |
| May I Check Again? — A simple but efficient way to generate and use contextual dictionaries for Named Entity Recognition. Application to French Legal Texts. | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Higher-order Comparisons of Sentence Encoder Representations | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| A Quantum-Like Approach to Word Sense Disambiguation | Sep 1, 2019 | SentenceSentence Embeddings | —Unverified | 0 |
| Parts of Speech Tagging for Kannada | Sep 1, 2019 | POSPOS Tagging | —Unverified | 0 |
| A Fast and Accurate Partially Deterministic Morphological Analysis | Sep 1, 2019 | Morphological AnalysisSentence | —Unverified | 0 |
| Compositional Hyponymy with Positive Operators | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Meta-Embedding Sentence Representation for Textual Similarity | Sep 1, 2019 | Question SimilaritySentence | —Unverified | 0 |
| Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning | Sep 1, 2019 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| TDDiscourse: A Dataset for Discourse-Level Temporal Ordering of Events | Sep 1, 2019 | ArticlesRelation Classification | —Unverified | 0 |
| Tagger for Polish Computer Mediated Communication Texts | Sep 1, 2019 | ClusteringSentence | —Unverified | 0 |
| Tweaks and Tricks for Word Embedding Disruptions | Sep 1, 2019 | DescriptiveSentence | —Unverified | 0 |
| Validation of Facts Against Textual Sources | Sep 1, 2019 | Fact VerificationNatural Language Inference | —Unverified | 0 |
| Transfer Learning Between Related Tasks Using Expected Label Proportions | Sep 1, 2019 | SentenceSentiment Analysis | CodeCode Available | 0 |