| Named Entity Recognition for Entity Linking: What Works and What’s Next | Nov 1, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER | Nov 1, 2021 | Domain AdaptationMultilingual Named Entity Recognition | CodeCode Available | 1 |
| ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors | Oct 18, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 1 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Oct 16, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 |
| Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition | Oct 14, 2021 | Classificationnamed-entity-recognition | CodeCode Available | 1 |
| Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks | Oct 11, 2021 | Constituency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning | Oct 9, 2021 | Denoisingnamed-entity-recognition | CodeCode Available | 1 |
| MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction | Sep 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
