| 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 |
| The Dabblers at SemEval-2018 Task 2: Multilingual Emoji Prediction | Jun 1, 2018 | BIG-bench Machine LearningRelation | —Unverified | 0 |
| PickleTeam! at SemEval-2018 Task 2: English and Spanish Emoji Prediction from Tweets | Jun 1, 2018 | Medical DiagnosisPrediction | —Unverified | 0 |
