| KLEJ: Comprehensive Benchmark for Polish Language Understanding | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Partially-Typed NER Datasets Integration: Connecting Practice to Theory | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Bipartite Flat-Graph Network for Nested Named Entity Recognition | May 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Unlocking the Power of Deep PICO Extraction: Step-wise Medical NER Identification | Apr 30, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer | Apr 30, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 2 |
| Named Entity Recognition without Labelled Data: A Weak Supervision Approach | Apr 30, 2020 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| An Empirical Study of Pre-trained Transformers for Arabic Information Extraction | Apr 30, 2020 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 1 |
| Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition | Apr 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning | Apr 29, 2020 | Continual Learningnamed-entity-recognition | —Unverified | 0 |
| Entity Candidate Network for Whole-Aware Named Entity Recognition | Apr 29, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| An Effective Transition-based Model for Discontinuous NER | Apr 28, 2020 | modelnamed-entity-recognition | CodeCode Available | 1 |
| Extending Multilingual BERT to Low-Resource Languages | Apr 28, 2020 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| Automatic Textual Evidence Mining in COVID-19 Literature | Apr 27, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language | Apr 26, 2020 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| GLUECoS : An Evaluation Benchmark for Code-Switched NLP | Apr 26, 2020 | Language Identificationnamed-entity-recognition | —Unverified | 0 |
| A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? | Apr 25, 2020 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Towards Discourse Parsing-inspired Semantic Storytelling | Apr 25, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology | Apr 25, 2020 | Dependency ParsingMulti-Task Learning | —Unverified | 0 |
| Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling | Apr 24, 2020 | Cross-Domain Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| FLAT: Chinese NER Using Flat-Lattice Transformer | Apr 24, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 2 |
| On Adversarial Examples for Biomedical NLP Tasks | Apr 23, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Panacea Threat Intelligence and Active Defense Platform | Apr 20, 2020 | AttributeDialogue Generation | —Unverified | 0 |
| Enhancing Pharmacovigilance with Drug Reviews and Social Media | Apr 18, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation | Apr 16, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition | Apr 16, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
