| An Investigation towards Differentially Private Sequence Tagging in a Federated Framework | Jun 1, 2021 | Federated Learningnamed-entity-recognition | —Unverified | 0 |
| Normalization and Back-Transliteration for Code-Switched Data | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | —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 |
| ULD-NUIG at Social Media Mining for Health Applications (#SMM4H) Shared Task 2021 | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The ProfNER shared task on automatic recognition of occupation mentions in social media: systems, evaluation, guidelines, embeddings and corpora | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Assessing multiple word embeddings for named entity recognition of professions and occupations in health-related social media | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification | Jun 1, 2021 | Binary Classificationnamed-entity-recognition | —Unverified | 0 |
| The Biomaterials Annotator: a system for ontology-based concept annotation of biomaterials text | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Multi-Grained Knowledge Distillation for Named Entity Recognition | Jun 1, 2021 | Knowledge Distillationnamed-entity-recognition | —Unverified | 0 |
| Entity Resolution in Open-domain Conversations | Jun 1, 2021 | Entity LinkingEntity Resolution | —Unverified | 0 |
| GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input | Jun 1, 2021 | Mixture-of-Expertsnamed-entity-recognition | —Unverified | 0 |
| SpanNER: Named Entity Re-/Recognition as Span Prediction | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Discontinuous Named Entity Recognition as Maximal Clique Discovery | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition | Jun 1, 2021 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition | May 31, 2021 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 |
| DiaKG: an Annotated Diabetes Dataset for Medical Knowledge Graph Construction | May 31, 2021 | graph constructionKnowledge Graphs | CodeCode Available | 1 |
| Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning Based Methods | May 31, 2021 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| How Low is Too Low? A Computational Perspective on Extremely Low-Resource Languages | May 30, 2021 | Machine Translationnamed-entity-recognition | CodeCode Available | 1 |
| Weighted Training for Cross-Task Learning | May 28, 2021 | Chunkingnamed-entity-recognition | CodeCode Available | 0 |
| Neural Entity Recognition with Gazetteer based Fusion | May 27, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition | May 26, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| NukeLM: Pre-Trained and Fine-Tuned Language Models for the Nuclear and Energy Domains | May 25, 2021 | ArticlesLanguage Modelling | —Unverified | 0 |
| DaN+: Danish Nested Named Entities and Lexical Normalization | May 24, 2021 | Cross-Lingual TransferLexical Normalization | CodeCode Available | 0 |
| Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism | May 21, 2021 | Joint Entity and Relation Extractionnamed-entity-recognition | —Unverified | 0 |
| KLUE: Korean Language Understanding Evaluation | May 20, 2021 | Dependency ParsingDialogue State Tracking | CodeCode Available | 1 |
