| A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | —Unverified | 0 |
| Attention Neural Model for Temporal Relation Extraction | Jun 1, 2019 | modelRelation | —Unverified | 0 |
| Simulating Spanish-English Code-Switching: El Modelo Est\'a Generating Code-Switches | Jun 1, 2019 | Sentence | —Unverified | 0 |
| Coherence models in schizophrenia | Jun 1, 2019 | SentenceWord Embeddings | —Unverified | 0 |
| CodeForTheChange at SemEval-2019 Task 8: Skip-Thoughts for Fact Checking in Community Question Answering | Jun 1, 2019 | Community Question AnsweringFact Checking | —Unverified | 0 |
| Fermi at SemEval-2019 Task 8: An elementary but effective approach to Question Discernment in Community QA Forums | Jun 1, 2019 | Community Question AnsweringQuestion Answering | —Unverified | 0 |
| Fermi at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Sentence Embeddings | Jun 1, 2019 | PositionSentence | —Unverified | 0 |
| FERMI at SemEval-2019 Task 5: Using Sentence embeddings to Identify Hate Speech Against Immigrants and Women in Twitter | Jun 1, 2019 | PositionSentence | —Unverified | 0 |
| A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| A large-scale study of the effects of word frequency and predictability in naturalistic reading | Jun 1, 2019 | RetrievalSentence | CodeCode Available | 1 |
| Word Embedding-Based Automatic MT Evaluation Metric using Word Position Information | Jun 1, 2019 | Machine TranslationPosition | —Unverified | 0 |
| Event Detection without Triggers | Jun 1, 2019 | Event DetectionSentence | —Unverified | 0 |
| CCG Parsing Algorithm with Incremental Tree Rotation | Jun 1, 2019 | Sentence | CodeCode Available | 0 |
| ParallelDots at SemEval-2019 Task 3: Domain Adaptation with feature embeddings for Contextual Emotion Analysis | Jun 1, 2019 | Domain AdaptationEmotion Recognition | —Unverified | 0 |
| Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings | Jun 1, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining | Jun 1, 2019 | SentenceSuggestion mining | —Unverified | 0 |
| Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text | Jun 1, 2019 | Data AugmentationLEMMA | CodeCode Available | 0 |
| MuST-C: a Multilingual Speech Translation Corpus | Jun 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network | Jun 1, 2019 | SentenceWord Embeddings | —Unverified | 0 |
| BNU-HKBU UIC NLP Team 2 at SemEval-2019 Task 6: Detecting Offensive Language Using BERT model | Jun 1, 2019 | Language IdentificationSentence | —Unverified | 0 |
| SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks | Jun 1, 2019 | SentenceWord Embeddings | CodeCode Available | 0 |
| Modeling Document-level Causal Structures for Event Causal Relation Identification | Jun 1, 2019 | RelationSentence | —Unverified | 0 |
| Document-Level N-ary Relation Extraction with Multiscale Representation Learning | Jun 1, 2019 | Reading ComprehensionRelation | —Unverified | 0 |
| Document-Level Event Factuality Identification via Adversarial Neural Network | Jun 1, 2019 | Sentence | —Unverified | 0 |
| Second-order contexts from lexical substitutes for few-shot learning of word representations | Jun 1, 2019 | Few-Shot LearningSentence | —Unverified | 0 |
| Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms | Jun 1, 2019 | PersuasivenessSentence | —Unverified | 0 |
| Left-to-Right Dependency Parsing with Pointer Networks | Jun 1, 2019 | Dependency ParsingSentence | CodeCode Available | 0 |
| Stance Detection in Code-Mixed Hindi-English Social Media Data using Multi-Task Learning | Jun 1, 2019 | Multi-Task LearningSentence | —Unverified | 0 |
| Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders | Jun 1, 2019 | Constituency Grammar InductionConstituency Parsing | CodeCode Available | 0 |
| Learning to Respond to Mixed-code Queries using Bilingual Word Embeddings | Jun 1, 2019 | SentenceTranslation | —Unverified | 0 |
| Single Document Summarization as Tree Induction | Jun 1, 2019 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |
| Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment | Jun 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| UTFPR at SemEval-2019 Task 6: Relying on Compositionality to Find Offense | Jun 1, 2019 | Sentence | —Unverified | 0 |
| KDEHatEval at SemEval-2019 Task 5: A Neural Network Model for Detecting Hate Speech in Twitter | Jun 1, 2019 | SentenceSentence Embedding | —Unverified | 0 |
| Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog | Jun 1, 2019 | General ClassificationGoal-Oriented Dialog | —Unverified | 0 |
| Joint Multi-Label Attention Networks for Social Text Annotation | Jun 1, 2019 | Sentencetext annotation | —Unverified | 0 |
| T\"uKaSt at SemEval-2019 Task 6: Something Old, Something Neu(ral): Traditional and Neural Approaches to Offensive Text Classification | Jun 1, 2019 | General ClassificationSentence | —Unverified | 0 |
| jhan014 at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media | Jun 1, 2019 | Sentence | —Unverified | 0 |
| Top-Down Structurally-Constrained Neural Response Generation with Lexicalized Probabilistic Context-Free Grammar | Jun 1, 2019 | DiversityResponse Generation | —Unverified | 0 |
| Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging | Jun 1, 2019 | Cross-Lingual TransferSentence | —Unverified | 0 |
| AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification | Jun 1, 2019 | Claim VerificationFact Checking | —Unverified | 0 |
| Improving Neural Machine Translation with Neural Syntactic Distance | Jun 1, 2019 | Machine TranslationNMT | —Unverified | 0 |
| YNU\_DYX at SemEval-2019 Task 5: A Stacked BiGRU Model Based on Capsule Network in Detection of Hate | Jun 1, 2019 | Sentence | —Unverified | 0 |
| SEQ\^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression | Jun 1, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Hierarchical User and Item Representation with Three-Tier Attention for Recommendation | Jun 1, 2019 | InformativenessRecommendation Systems | —Unverified | 0 |
| HATEMINER at SemEval-2019 Task 5: Hate speech detection against Immigrants and Women in Twitter using a Multinomial Naive Bayes Classifier | Jun 1, 2019 | General ClassificationHate Speech Detection | —Unverified | 0 |
| TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy | Jun 1, 2019 | Sentence | —Unverified | 0 |
| GL at SemEval-2019 Task 5: Identifying hateful tweets with a deep learning approach. | Jun 1, 2019 | SentenceWord Embeddings | —Unverified | 0 |
| Composition of Sentence Embeddings: Lessons from Statistical Relational Learning | Jun 1, 2019 | Natural Language InferencePrediction | —Unverified | 0 |
| Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks | Jun 1, 2019 | General ClassificationSentence | —Unverified | 0 |