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sequence-labeling x

text-classification x

13 search results found

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.

Neuronblocks ⭐ 1,441

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

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.

a Deep Learning Framework for Text

Nlp Projects ⭐ 345

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

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.

Awesome Nlp Resources ⭐ 113

a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。

UNF(Universal NLP Framework)

Transformers Keras ⭐ 61

Transformer-based models implemented in tensorflow 2.x(using keras).

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.

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

Nlp_toolkit ⭐ 32

Basic NLP Toolkits include text classification, sequence labeling etc.

Bert_offline ⭐ 8

小内存、显存（低于4g）使用bert做下游任务的一个方案

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