| Stanza: A Python Natural Language Processing Toolkit for Many Human Languages | Mar 16, 2020 | Coreference ResolutionDependency Parsing | CodeCode Available | 1 |
| Adaptive Name Entity Recognition under Highly Unbalanced Data | Mar 10, 2020 | Chatbotnamed-entity-recognition | —Unverified | 0 |
| Improving Neural Named Entity Recognition with Gazetteers | Mar 6, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in Danish | Mar 5, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 0 |
| Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout | Mar 4, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Med7: a transferable clinical natural language processing model for electronic health records | Mar 3, 2020 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| PhoBERT: Pre-trained language models for Vietnamese | Mar 2, 2020 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| AraBERT: Transformer-based Model for Arabic Language Understanding | Feb 28, 2020 | modelnamed-entity-recognition | CodeCode Available | 1 |
| Integrating Boundary Assembling into a DNN Framework for Named Entity Recognition in Chinese Social Media Text | Feb 27, 2020 | Boundary DetectionChinese Word Segmentation | —Unverified | 0 |
| Detecting Potential Topics In News Using BERT, CRF and Wikipedia | Feb 26, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| KBSET -- Knowledge-Based Support for Scholarly Editing and Text Processing with Declarative LaTeX Markup and a Core Written in SWI-Prolog | Feb 24, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| Zero-Resource Cross-Domain Named Entity Recognition | Feb 14, 2020 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 1 |
| Performance Comparison of Crowdworkers and NLP Tools on Named-Entity Recognition and Sentiment Analysis of Political Tweets | Feb 11, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Application of Pre-training Models in Named Entity Recognition | Feb 9, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Self-attention-based BiGRU and capsule network for named entity recognition | Jan 30, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks | Jan 30, 2020 | Entity Extraction using GANGeneral Classification | CodeCode Available | 1 |
| Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages | Jan 30, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 1 |
| On the Importance of Word Order Information in Cross-lingual Sequence Labeling | Jan 30, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MT-BioNER: Multi-task Learning for Biomedical Named Entity Recognition using Deep Bidirectional Transformers | Jan 24, 2020 | domain classificationGeneral Classification | —Unverified | 0 |
| Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization | Jan 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sequence Labeling Approach to the Task of Sentence Boundary Detection | Jan 20, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| A multimodal deep learning approach for named entity recognition from social media | Jan 19, 2020 | Information RetrievalMultimodal Deep Learning | —Unverified | 0 |
| FGN: Fusion Glyph Network for Chinese Named Entity Recognition | Jan 15, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts | Jan 14, 2020 | Ensemble LearningMachine Reading Comprehension | —Unverified | 0 |
