| Neural Text Simplification in Low-Resource Conditions Using Weak Supervision | Jun 1, 2019 | Machine TranslationSentence | —Unverified | 0 |
| A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction | Jun 1, 2019 | RelationRelation Extraction | CodeCode Available | 0 |
| Composition of Sentence Embeddings: Lessons from Statistical Relational Learning | Jun 1, 2019 | Natural Language InferencePrediction | —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 |
| AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification | Jun 1, 2019 | Claim VerificationFact Checking | —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 |
| CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense | Jun 1, 2019 | Common Sense ReasoningQuestion Answering | CodeCode Available | 0 |
| Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging | Jun 1, 2019 | Cross-Lingual TransferSentence | —Unverified | 0 |
| OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining | Jun 1, 2019 | SentenceSuggestion mining | —Unverified | 0 |
| ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents | Jun 1, 2019 | Connective DetectionDiscourse Parsing | —Unverified | 0 |
| Variation between Different Discourse Types: Literate vs. Oral | Jun 1, 2019 | Sentence | —Unverified | 0 |
| Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks | Jun 1, 2019 | General ClassificationSentence | —Unverified | 0 |
| Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text | Jun 1, 2019 | Data AugmentationLEMMA | CodeCode Available | 0 |
| Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders | Jun 1, 2019 | Constituency Grammar InductionConstituency Parsing | CodeCode Available | 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 |
| 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 |
| 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 |
| ``When Numbers Matter!'': Detecting Sarcasm in Numerical Portions of Text | Jun 1, 2019 | Sarcasm DetectionSentence | —Unverified | 0 |
| Word Embedding-Based Automatic MT Evaluation Metric using Word Position Information | Jun 1, 2019 | Machine TranslationPosition | —Unverified | 0 |
| UTFPR at SemEval-2019 Task 6: Relying on Compositionality to Find Offense | Jun 1, 2019 | Sentence | —Unverified | 0 |
| TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy | Jun 1, 2019 | Sentence | —Unverified | 0 |
| Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations | Jun 1, 2019 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 0 |
| Top-Down Structurally-Constrained Neural Response Generation with Lexicalized Probabilistic Context-Free Grammar | Jun 1, 2019 | DiversityResponse Generation | —Unverified | 0 |
| Audio Caption in a Car Setting with a Sentence-Level Loss | May 31, 2019 | Audio captioningDecoder | CodeCode Available | 0 |
| Scoring Sentence Singletons and Pairs for Abstractive Summarization | May 31, 2019 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
