| An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition | May 1, 2022 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| Towards Fine-grained Classification of Climate Change related Social Media Text | May 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Biomedical NER using Novel Schema and Distant Supervision | May 1, 2022 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| DISTANT-CTO: A Zero Cost, Distantly Supervised Approach to Improve Low-Resource Entity Extraction Using Clinical Trials Literature | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Uncertainty Estimation of Transformer Predictions for Misclassification Detection | May 1, 2022 | Active LearningAdversarial Attack | CodeCode Available | 0 |
| Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data | May 1, 2022 | Auxiliary LearningMulti-Task Learning | —Unverified | 0 |
| De-Bias for Generative Extraction in Unified NER Task | May 1, 2022 | AttributeData Augmentation | —Unverified | 0 |
| Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples | May 1, 2022 | Continual LearningContinual Named Entity Recognition | —Unverified | 0 |
| Nested Named Entity Recognition with Span-level Graphs | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
