| Recent Trends in Named Entity Recognition (NER) | Jan 25, 2021 | Deep LearningEntity Linking | —Unverified | 0 |
| Meta-Learning for Effective Multi-task and Multilingual Modelling | Jan 25, 2021 | Meta-Learningnamed-entity-recognition | CodeCode Available | 0 |
| SkillNER: Mining and Mapping Soft Skills from any Text | Jan 22, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Validating Label Consistency in NER Data Annotation | Jan 21, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science | Jan 20, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Single versus Multiple Annotation for Named Entity Recognition of Mutations | Jan 19, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| HinFlair: pre-trained contextual string embeddings for pos tagging and text classification in the Hindi language | Jan 18, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Linguistically-Enriched and Context-Aware Zero-shot Slot Filling | Jan 16, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Structured Prediction as Translation between Augmented Natural Languages | Jan 14, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text | Jan 12, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis | Jan 11, 2021 | Chinese Named Entity RecognitionChinese Word Segmentation | —Unverified | 0 |
| PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing | Jan 5, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition | Jan 2, 2021 | Low Resource Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Lex-BERT: Enhancing BERT based NER with lexicons | Jan 2, 2021 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models | Jan 1, 2021 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? | Jan 1, 2021 | Memorizationnamed-entity-recognition | CodeCode Available | 0 |
| PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals | Jan 1, 2021 | Informativenessnamed-entity-recognition | —Unverified | 0 |
| XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP | Jan 1, 2021 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Counterfactual Thinking for Long-tailed Information Extraction | Jan 1, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Adaptive Self-training for Neural Sequence Labeling with Few Labels | Jan 1, 2021 | Meta-Learningnamed-entity-recognition | —Unverified | 0 |
| Collective Robustness Certificates | Jan 1, 2021 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| An Automated Domain Understanding Technique for Knowledge Graph Generation | Jan 1, 2021 | Graph Generationnamed-entity-recognition | —Unverified | 0 |
| AraELECTRA: Pre-Training Text Discriminators for Arabic Language Understanding | Dec 31, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis | Dec 31, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-Shot Named Entity Recognition: A Comprehensive Study | Dec 29, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |