| Natural Language Processing in Policy Evaluation: Extracting Policy Conditions from IMF Loan Agreements | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Morphosyntactic Disambiguation in an Endangered Language Setting | Sep 1, 2019 | Sentence | —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 |
| Lexicon information in neural sentiment analysis: a multi-task learning approach | Sep 1, 2019 | Multi-Task LearningSentence | CodeCode Available | 0 |
| Language Modeling with Syntactic and Semantic Representation for Sentence Acceptability Predictions | Sep 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Validation of Facts Against Textual Sources | Sep 1, 2019 | Fact VerificationNatural Language Inference | —Unverified | 0 |
| Exploiting Open IE for Deriving Multiple Premises Entailment Corpus | Sep 1, 2019 | Natural Language InferenceNatural Language Understanding | —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 |
| Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification | Sep 1, 2019 | Binary ClassificationRetrieval | —Unverified | 0 |
| Parallel Corpus of Croatian-Italian Administrative Texts | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations | Sep 1, 2019 | Contextualised Word RepresentationsInformation Retrieval | —Unverified | 0 |
| Naive Regularizers for Low-Resource Neural Machine Translation | Sep 1, 2019 | Inductive BiasLow Resource Neural Machine Translation | —Unverified | 0 |
| Multilingual sentence-level bias detection in Wikipedia | Sep 1, 2019 | ArticlesBias Detection | CodeCode Available | 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 |
| Meta-Embedding Sentence Representation for Textual Similarity | Sep 1, 2019 | Question SimilaritySentence | —Unverified | 0 |
| Tweaks and Tricks for Word Embedding Disruptions | Sep 1, 2019 | DescriptiveSentence | —Unverified | 0 |
| Discourse-Based Approach to Involvement of Background Knowledge for Question Answering | Sep 1, 2019 | Question AnsweringSentence | —Unverified | 0 |
| Discourse-Aware Hierarchical Attention Network for Extractive Single-Document Summarization | Sep 1, 2019 | Document SummarizationSentence | —Unverified | 0 |
| A Fast and Accurate Partially Deterministic Morphological Analysis | Sep 1, 2019 | Morphological AnalysisSentence | —Unverified | 0 |
| Tagger for Polish Computer Mediated Communication Texts | Sep 1, 2019 | ClusteringSentence | —Unverified | 0 |
| Sentence Simplification for Semantic Role Labelling and Information Extraction | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Automatic Detection of Translation Direction | Sep 1, 2019 | Machine TranslationSentence | —Unverified | 0 |
| The Impact of Semantic Linguistic Features in Relation Extraction: A Logical Relational Learning Approach | Sep 1, 2019 | RelationRelational Reasoning | —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 |
| Compositional Hyponymy with Positive Operators | Sep 1, 2019 | Sentence | —Unverified | 0 |
| Multilingual Probing of Deep Pre-Trained Contextual Encoders | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| TDDiscourse: A Dataset for Discourse-Level Temporal Ordering of Events | Sep 1, 2019 | ArticlesRelation Classification | —Unverified | 0 |
| Transfer Learning Between Related Tasks Using Expected Label Proportions | Sep 1, 2019 | SentenceSentiment Analysis | CodeCode Available | 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 |
| Self-Attention with Structural Position Representations | Sep 1, 2019 | PositionSentence | —Unverified | 0 |
| A Unified Neural Coherence Model | Sep 1, 2019 | Machine Translationmodel | —Unverified | 0 |
| QuASE: Question-Answer Driven Sentence Encoding | Sep 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Higher-order Comparisons of Sentence Encoder Representations | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| WSLLN: Weakly Supervised Natural Language Localization Networks | Aug 31, 2019 | Sentence | —Unverified | 0 |
| Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations | Aug 31, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| NEZHA: Neural Contextualized Representation for Chinese Language Understanding | Aug 31, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Learning with Noisy Labels for Sentence-level Sentiment Classification | Aug 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Back-Translation with Uncertainty-based Confidence Estimation | Aug 31, 2019 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | CodeCode Available | 0 |
| Humor Detection: A Transformer Gets the Last Laugh | Aug 31, 2019 | Humor DetectionSentence | CodeCode Available | 1 |
| Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs | Aug 31, 2019 | Document-level Relation ExtractionRelation | CodeCode Available | 0 |
| A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling | Aug 31, 2019 | SentenceVideo Captioning | CodeCode Available | 0 |
| Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite | Aug 31, 2019 | Machine TranslationSentence | CodeCode Available | 0 |
| Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization | Aug 31, 2019 | Abstractive Text SummarizationDeep Reinforcement Learning | —Unverified | 0 |
| PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification | Aug 30, 2019 | Paraphrase IdentificationSentence | CodeCode Available | 2 |
| Autoregressive Text Generation Beyond Feedback Loops | Aug 30, 2019 | SentenceText Generation | CodeCode Available | 0 |
| DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension | Aug 30, 2019 | Reading ComprehensionSentence | CodeCode Available | 0 |
| Hierarchical Pointer Net Parsing | Aug 30, 2019 | DecoderDiscourse Parsing | CodeCode Available | 0 |
| Reflective Decoding Network for Image Captioning | Aug 30, 2019 | DecoderImage Captioning | —Unverified | 0 |