Bert For Sequence Labeling And Text Classification Alternatives

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.
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Alternatives To yuanxiaosc/BERT-for-Sequence-Labeling-and-Text-Classification
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
BrikerMan/Kashgari 2,141 1 1 almost 5 years ago 11 October 18, 2019 32 apache-2.0 Python
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.
microsoft/NeuronBlocks 1,439 0 0 over 2 years ago 0 9 mit Python
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
yuanxiaosc/BERT-for-Sequence-Labeling-and-Text-Classification 422 0 0 over 3 years ago 0 36 apache-2.0 Python
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.
kermitt2/delft 379 1 0 about 2 years ago 21 November 29, 2023 33 apache-2.0 Python
a Deep Learning Framework for Text
gaoisbest/NLP-Projects 345 0 0 over 5 years ago 0 1 OpenEdge ABL
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
yongzhuo/Pytorch-NLU 226 0 0 over 2 years ago 2 September 28, 2021 3 apache-2.0 Python
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、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 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.
HanXinzi-AI/awesome-NLP-resources 113 0 0 about 2 years ago 0 0
a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。
waterzxj/UNF 63 0 0 about 6 years ago 0 1 apache-2.0 Python
UNF(Universal NLP Framework)
luozhouyang/transformers-keras 61 0 1 over 4 years ago 27 November 23, 2021 1 apache-2.0 Python
Transformer-based models implemented in tensorflow 2.x(using keras).
macanv/MQNLP 48 0 0 over 7 years ago 0 0 Jupyter Notebook
自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.
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