| A Morpho-Syntactically Informed LSTM-CRF Model for Named Entity Recognition | Aug 27, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Position-Aware Self-Attention based Neural Sequence Labeling | Aug 24, 2019 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| Query-Based Named Entity Recognition | Aug 24, 2019 | Entity Extraction using GANMachine Reading Comprehension | —Unverified | 0 |
| A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers | Aug 23, 2019 | Active LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text | Aug 21, 2019 | Joint Entity and Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| Neural Architectures for Nested NER through Linearization | Aug 19, 2019 | Hard Attentionnamed-entity-recognition | CodeCode Available | 0 |
| Named Entity Recognition for Nepali Language | Aug 16, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Simplify the Usage of Lexicon in Chinese NER | Aug 16, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Improving Multi-Word Entity Recognition for Biomedical Texts | Aug 15, 2019 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition | Aug 14, 2019 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Raw-to-End Name Entity Recognition in Social Media | Aug 14, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Building a Massive Corpus for Named Entity Recognition using Free Open Data Sources | Aug 13, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks | Aug 13, 2019 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| A Finnish News Corpus for Named Entity Recognition | Aug 12, 2019 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment | Aug 9, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DELTA: A DEep learning based Language Technology plAtform | Aug 2, 2019 | Abstractive Text SummarizationDeep Learning | CodeCode Available | 0 |
| Contributions to Clinical Named Entity Recognition in Portuguese | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Arabic Named Entity Recognition: What Works and What's Next | Aug 1, 2019 | Ensemble LearningFeature Engineering | —Unverified | 0 |
| LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The Swedish PoliGraph: A Semantic Graph for Argument Mining of Swedish Parliamentary Data | Aug 1, 2019 | Argument MiningEntity Resolution | —Unverified | 0 |
| JRC TMA-CC: Slavic Named Entity Recognition and Linking. Participation in the BSNLP-2019 shared task | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Tuning Multilingual Transformers for Language-Specific Named Entity Recognition | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| TLR at BSNLP2019: A Multilingual Named Entity Recognition System | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
