bi-lstm-crf and Bert-BiLSTM-CRF-pytorch

These are competitors offering alternative architectural approaches to NER, with A using a classical BiLSTM-CRF baseline while B enhances it with BERT embeddings for improved contextual representation.

bi-lstm-crf
66
Established
Bert-BiLSTM-CRF-pytorch
48
Emerging
Maintenance 0/25
Adoption 20/25
Maturity 25/25
Community 21/25
Maintenance 0/25
Adoption 10/25
Maturity 16/25
Community 22/25
Stars: 260
Forks: 46
Downloads: 25,579
Commits (30d): 0
Language: Python
License: MIT
Stars: 283
Forks: 57
Downloads: —
Commits (30d): 0
Language: Jupyter Notebook
License: MIT
Stale 6m No Dependents
Stale 6m No Package No Dependents

About bi-lstm-crf

jidasheng/bi-lstm-crf

A PyTorch implementation of the BI-LSTM-CRF model.

About Bert-BiLSTM-CRF-pytorch

cooscao/Bert-BiLSTM-CRF-pytorch

bert-bilstm-crf implemented in pytorch for named entity recognition.

Related comparisons

bi-lstm-crf and sequence-labeling-BiLSTM-CRF

Scores updated daily from GitHub, PyPI, and npm data. How scores work