| 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 |
| UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches | Apr 15, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Zero-Resource Multi-Dialectal Arabic Natural Language Understanding | Apr 14, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models | Apr 10, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Effect of depth order on iterative nested named entity recognition models | Apr 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Exploratory Analysis of News Sentiment Using Subgroup Discovery | Apr 1, 2021 | Descriptivenamed-entity-recognition | —Unverified | 0 |
| Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems | Apr 1, 2021 | Domain AdaptationMiscellaneous | CodeCode Available | 0 |
| Priberam Labs at the 3rd Shared Task on SlavNER | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BERTić - The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbian | Apr 1, 2021 | Commonsense Causal ReasoningLanguage Modeling | —Unverified | 0 |
| GEPSA, a tool for monitoring social challenges in digital press | Apr 1, 2021 | ClassificationData Visualization | —Unverified | 0 |
| Multilingual Slavic Named Entity Recognition | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamic Graph Transformer for Implicit Tag Recognition | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multilingual Named Entity Recognition and Matching Using BERT and Dedupe for Slavic Languages | Apr 1, 2021 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Benchmarking Pre-trained Language Models for Multilingual NER: TraSpaS at the BSNLP2021 Shared Task | Apr 1, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation | Apr 1, 2021 | Memorizationnamed-entity-recognition | —Unverified | 0 |
| Identifying Named Entities as they are Typed | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| On the Hidden Negative Transfer in Sequential Transfer Learning for Domain Adaptation from News to Tweets | Apr 1, 2021 | ChunkingDomain Adaptation | —Unverified | 0 |
| FuzzyBIO: A Proposal for Fuzzy Representation of Discontinuous Entities | Apr 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages | Apr 1, 2021 | Cross-Lingual Entity LinkingEntity Linking | —Unverified | 0 |
| NaijaNER : Comprehensive Named Entity Recognition for 5 Nigerian Languages | Mar 30, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Locally-Contextual Nonlinear CRFs for Sequence Labeling | Mar 30, 2021 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| Contextual Text Embeddings for Twi | Mar 29, 2021 | Face ModelMachine Translation | —Unverified | 0 |
| Industry Scale Semi-Supervised Learning for Natural Language Understanding | Mar 29, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| Bertinho: Galician BERT Representations | Mar 25, 2021 | Dependency ParsingGPU | —Unverified | 0 |