| Neural Text Classification and Stacked Heterogeneous Embeddings for Named Entity Recognition in SMM4H 2021 | Jun 10, 2021 | Classificationnamed-entity-recognition | —Unverified | 0 |
| CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals | Jun 10, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units | Jun 9, 2021 | ChunkingDomain Adaptation | —Unverified | 0 |
| Classification of Contract-Amendment Relationships | Jun 8, 2021 | ClassificationManagement | —Unverified | 0 |
| Surveillance of COVID-19 Pandemic using Social Media: A Reddit Study in North Carolina | Jun 7, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain | Jun 4, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER | Jun 4, 2021 | Cross-Lingual NERMachine Translation | CodeCode Available | 0 |
| Exploiting Global Contextual Information for Document-level Named Entity Recognition | Jun 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access | Jun 2, 2021 | Information RetrievalMedical Question Answering | —Unverified | 0 |
| Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021 | Jun 1, 2021 | Binary ClassificationMulti-class Classification | —Unverified | 0 |