| An Investigation towards Differentially Private Sequence Tagging in a Federated Framework | Jun 1, 2021 | Federated Learningnamed-entity-recognition | —Unverified | 0 |
| Building Low-Resource NER Models Using Non-Speaker Annotations | Jun 1, 2021 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Multi-Grained Knowledge Distillation for Named Entity Recognition | Jun 1, 2021 | Knowledge Distillationnamed-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 |
| 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 |
| Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition | May 31, 2021 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 |
| 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 |
| 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 |
| Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks | May 18, 2021 | Boundary DetectionDecoder | CodeCode Available | 0 |
| SINA-BERT: A Pre-Trained Language Model for Analysis of Medical Texts in Persian | May 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network | May 13, 2021 | Cross-Domain Named Entity RecognitionGraph Neural Network | —Unverified | 0 |
| Switching Contexts: Transportability Measures for NLP | May 3, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Applying and Sharing pre-trained BERT-models for Named Entity Recognition and Classification in Swedish Electronic Patient Records | May 1, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| Knowledge Distillation for Swedish NER models: A Search for Performance and Efficiency | May 1, 2021 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Multi-Task Learning of Query Intent and Named Entities using Transfer Learning | Apr 28, 2021 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition and Linking Augmented with Large-Scale Structured Data | Apr 27, 2021 | Lemmatizationnamed-entity-recognition | —Unverified | 0 |
| Optimizing small BERTs trained for German NER | Apr 23, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Mitigating Temporal-Drift: A Simple Approach to Keep NER Models Crisp | Apr 20, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| BERTić -- The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbian | Apr 19, 2021 | Commonsense Causal ReasoningLanguage Modeling | —Unverified | 0 |
| InferNER: an attentive model leveraging the sentence-level information for Named Entity Recognition in Microblogs | Apr 18, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Memorisation versus Generalisation in Pre-trained Language Models | Apr 16, 2021 | Few-Shot LearningLow Resource Named Entity Recognition | CodeCode Available | 0 |
| Regularization for Long Named Entity Recognition | Apr 15, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |