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The Top 12 Python Bert Sequence Labeling Open Source Projects

Open source projects categorized as Python Bert Sequence Labeling
Categories > Bert
Categories > Machine Learning > Sequence Labeling
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit 3 years agopypi kashgari-tf} Downloads
Gector ⭐ 680
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
most recent commit 2 years ago
Bert For Sequence Labeling And Text Classification ⭐ 422
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
most recent commit a year ago
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11most recent commit 5 months ago
Pytorch Nlu ⭐ 226
Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.
total releases 2most recent commit 9 months ago
Prosody ⭐ 104
Helsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text
most recent commit 4 years ago
Ntagger ⭐ 80
reference pytorch code for named entity tagging
most recent commit 2 years ago
Multilangstructurekd ⭐ 64
[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling
most recent commit 2 years ago
Transformers Keras ⭐ 61
Transformer-based models implemented in tensorflow 2.x(using keras).
dependent packages 1total releases 27most recent commit 2 years agopypi transformers-keras} Downloads
Multi2oie ⭐ 47
Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)
most recent commit 2 years ago
Macadam ⭐ 37
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti
total releases 2most recent commit 4 years ago
Bert Bilstm Crf ⭐ 22
BERT-BiLSTM-CRF的Keras版实现
most recent commit 5 years ago
The 2 Most Depended On Python Bert Sequence Labeling Open Source Projects
The 5 Latest Releases In Python Bert Sequence Labeling Open Source Projects
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 5 months ago
Transformers Keras ⭐ 61
Transformer-based models implemented in tensorflow 2.x(using keras).
dependent packages 1total releases 27latest release November 23, 2021most recent commit 2 years agopypi transformers-keras} Downloads
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