bert-bilstm-crf topic

List bert-bilstm-crf repositories

deepseg

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Chinese word segmentation in tensorflow 2.x

pytorch-bert-crf-ner

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KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

BERT-BiLSTM-CRF-NER

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Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

slot_filling_and_intent_detection_of_SLU

389
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slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

bertNER

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ChineseNER based on BERT, with BiLSTM+CRF layer

entity_extractor_by_ner

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基于Tensorflow2.3开发的NER模型,都是CRF范式,包含Bilstm(IDCNN)-CRF、Bert-Bilstm(IDCNN)-CRF、Bert-CRF,可微调预训练模型,可对抗学习,用于命名实体识别,配置后可直接运行。

ChineseNER

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基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

transformers_ner

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Add CRF or LSTM+CRF for huggingface transformers bert to perform better on NER task. It is very simple to use and very convenient to customize

competition

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比赛相关的实践