Timaos123 / BiLSTM-CRF

Related projects: ⓘ

• jiangnanboy / albert_lstm_crf_ner
  albert + lstm + crf实体识别，pytorch实现。识别的主要实体是人名、地名、机构名和时间。albert + lstm + crf (named entity recognition)
  ☆132Updated 2 years ago
• Vincent131499 / Multi_Label_Classifier_finetune
  微调预训练语言模型，解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)
  ☆137Updated 4 years ago
• percent4 / ALBERT_NER_KERAS
  ☆125Updated this week
• circlePi / Bert_Chinese_Ner_pytorch
  Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别
  ☆181Updated last year
• liushaoweihua / keras-bert-ner
  Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALB…
  ☆12Updated last year
• lushishuai / BERT-ROBERTA-pytorch-multi-label-classification
  bert pytorch模型微调用于的多标签文本分类
  ☆120Updated 4 years ago
• hy-struggle / ccks_ner
  ccks2020 NER competitions
  ☆111Updated 3 years ago
• xiaofei05 / Chinese-NER
  Chinese NER using BiLSTM/BERT + CRF
  ☆62Updated 3 years ago
• WenRichard / NER-FunTool
  本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等，最后用TFServing进行模型部署，线上推理和线下推理。
  ☆78Updated 3 years ago
• realcactus / bert
  TensorFlow code and pre-trained models for BERT
  ☆58Updated 3 years ago
• bojone / lic2020_baselines
  some baselines for lic2020 (http://lic2020.cipsc.org.cn/)
  ☆218Updated 4 years ago
• wellinxu / nlp_store
  NLP杂货铺，python实现各种算法/工具，辅助算法理解/应用
  ☆151Updated 3 years ago
• xiaopp123 / bert-joint-NLU
  使用bert做领域分类、意图识别和槽位填充任务
  ☆72Updated 4 years ago
• bojone / GlobalPointer
  全局指针统一处理嵌套与非嵌套NER
  ☆248Updated 3 years ago
• percent4 / ccks_triple_extract
  限定领域的三元组抽取的一次尝试，本文将会介绍笔者在2019语言与智能技术竞赛的三元组抽取比赛方面的一次尝试。
  ☆132Updated last year
• MarsRoger / albert_ner
  基于轻量级的albert实现albert+BiLstm+CRF
  ☆87Updated last year
• hellonlp / classifier_multi_label
  multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification
  ☆140Updated 2 years ago
• LawsonAbs / Flat-ner
  code for ACL2020:《FLAT: Chinese NER Using Flat-Lattice Transformer》 我注释&修改&添加了部分源码，使得大家更容易复现这个代码。
  ☆56Updated 3 years ago
• real-brilliant / bert_chinese_pytorch
  bert for chinese text classification
  ☆142Updated 5 years ago
• percent4 / multi-label-classification-4-event-type
  multi-label-classification-4-event-type
  ☆127Updated last year
• Vincent131499 / TextClassifier_Transformer
  个人基于谷歌开源的BERT编写的文本分类器（基于微调方式），可自由加载NLP领域知名的预训练语言模型BERT、Bert-wwm、Roberta、ALBert以及ERNIE1.0
  ☆160Updated 4 years ago
• zhoujx4 / NLP-Series-relation-extraction
  NLP关系抽取：序列标注、层叠式指针网络、Multi-head Selection、Deep Biaffine Attention
  ☆101Updated 3 years ago
• stanleylsx / entity_extractor_by_pointer
  使用torch整合两种经典的指针NER抽取范式，分别是SpanBert和苏神的GlobalPointer，简单加了些tricks，配置后一键运行
  ☆130Updated 3 months ago
• YJiangcm / Chinese-sentence-pair-modeling
  Use deep models including BiLSTM, ABCNN, ESIM, RE2, BERT, etc. and evaluate on 5 Chinese NLP datasets: LCQMC, BQ Corpus, ChineseSTS, OCN…
  ☆74Updated 2 years ago
• Vincent131499 / TextSim_cn_finetune
  微调预训练语言模型(BERT、Roberta、XLBert等),用于计算两个文本之间的相似度（通过句子对分类任务转换）,适用于中文文本
  ☆89Updated 4 years ago
• kenshinpg / PytorchNER_zh
  这是我ehr-journey项目的一个命名实体识别的子项目，主要实现基于中文预训练字向量finetune的Bert与BiLSTM模型的网络。演示使用了CCKS2019task1数据集，并实现了django接口。
  ☆56Updated 2 years ago
• benkang-chen / Event-Extraction
  事件抽取相关算法汇总
  ☆123Updated 5 years ago
• 425776024 / bertsum-chinese
  chinese bertsum ； bertsum 抽取式模型中文版本；给出案例数据、全代码注释；下载即可训练、预测、学习
  ☆201Updated last year
• lvjianxin / Relationship-extraction
  中文关系抽取
  ☆137Updated 5 years ago
• hscspring / Multi-Label-Text-Classification-for-Chinese
  pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.
  ☆69Updated 4 years ago