| L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations | Jun 1, 2019 | ClusteringGraph Clustering | —Unverified | 0 |
| Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction | Jun 1, 2019 | ClusteringLanguage Modeling | —Unverified | 0 |
| HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings | May 5, 2019 | ClusteringTask 2 | CodeCode Available | 0 |
| Overcoming catastrophic forgetting through weight consolidation and long-term memory | May 1, 2019 | Task 2 | —Unverified | 0 |
| Facilitating Bayesian Continual Learning by Natural Gradients and Stein Gradients | Apr 24, 2019 | Continual LearningTask 2 | —Unverified | 0 |
| Two Body Problem: Collaborative Visual Task Completion | Apr 11, 2019 | Task 2Vocal Bursts Valence Prediction | —Unverified | 0 |
| Word Similarity Datasets for Thai: Construction and Evaluation | Apr 8, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Human Attention in Image Captioning: Dataset and Analysis | Mar 6, 2019 | Image CaptioningImage Description | CodeCode Available | 0 |
| CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness | Feb 16, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Combining High-Level Features of Raw Audio Waves and Mel-Spectrograms for Audio Tagging | Nov 26, 2018 | Audio TaggingData Augmentation | —Unverified | 0 |
| The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection | Oct 16, 2018 | LEMMATask 2 | —Unverified | 0 |
| Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018 | Oct 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Copenhagen at CoNLL--SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding | Sep 5, 2018 | DecoderLEMMA | —Unverified | 0 |
| Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions | Aug 27, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DIDEC: The Dutch Image Description and Eye-tracking Corpus | Aug 1, 2018 | Image DescriptionSpecificity | —Unverified | 0 |
| REFUGE CHALLENGE 2018-Task 2:Deep Optic Disc and Cup Segmentation in Fundus Images Using U-Net and Multi-scale Feature Matching Networks | Jul 30, 2018 | DecoderSegmentation | —Unverified | 0 |
| General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline | Jul 26, 2018 | Audio TaggingTask 2 | CodeCode Available | 0 |
| Lesion Analysis and Diagnosis with Mask-RCNN | Jul 10, 2018 | SegmentationTask 2 | —Unverified | 0 |
| One-Shot Learning of Multi-Step Tasks from Observation via Activity Localization in Auxiliary Video | Jun 29, 2018 | One-Shot LearningReinforcement Learning | CodeCode Available | 0 |
| SemEval 2018 Task 2: Multilingual Emoji Prediction | Jun 1, 2018 | Emotion RecognitionInformation Retrieval | —Unverified | 0 |
| IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media | Jun 1, 2018 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Digital Operatives at SemEval-2018 Task 8: Using dependency features for malware NLP | Jun 1, 2018 | Task 2text-classification | —Unverified | 0 |
| CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation | Jun 1, 2018 | Cultural Vocal Bursts Intensity PredictionOpinion Mining | —Unverified | 0 |
| SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons | Jun 1, 2018 | Task 2 | —Unverified | 0 |
| THU\_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji Prediction | Jun 1, 2018 | POSSentiment Analysis | —Unverified | 0 |