| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Hero-Gang Neural Model For Named Entity Recognition | ✓ Link | 59.50 | HGN | 2022-05-15 |
| Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning | ✓ Link | 58.98 | CL-KL | 2021-05-08 |
| Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information | ✓ Link | 55.14 | AESINER | 2020-10-29 |
| Named Entity Recognition for Social Media Texts with Semantic Augmentation | ✓ Link | 55.01 | SA-NER | 2020-10-29 |
| InferNER: an attentive model leveraging the sentence-level information for Named Entity Recognition in Microblogs | 53.48 | InferNER | 2021-04-18 | |
| Bidirectional LSTM for Named Entity Recognition in Twitter Messages | 52.41 | CambridgeLTL | 2016-12-01 | |
| BERTweet: A pre-trained language model for English Tweets | ✓ Link | 52.1 | BERTweet | 2020-05-20 |