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LM-LSTM-CRF

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Empower Sequence Labeling with Task-Aware Language Model

named_entity_recognition

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534
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中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)

SLTK

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序列化标注工具,基于PyTorch实现BLSTM-CNN-CRF模型,CoNLL 2003 English NER测试集F1值为91.10%(word and char feature)。

HSCRF-pytorch

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ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

NER-pytorch

299
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103
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LSTM+CRF NER

RNNSharp

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RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language an...

sequence_tagging

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706
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Named Entity Recognition (LSTM + CRF) - Tensorflow

nlp-journey

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380
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Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Tran...

BERT-NER-Pytorch

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Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)