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knowledge distillation: 采用知识蒸馏,训练bert后指导textcnn
Knowledge distillation in text classification with pytorch. 知识蒸馏,中文文本分类,教师模型BERT、XLNET,学生模型biLSTM。
基于Pytorch的命名实体识别框架,支持LSTM+CRF、Bert+CRF、RoBerta+CRF等框架
基于实体首尾指针SPAN的序列标注框架
微信公众号Markdown在线排版工具
Money_Extraction
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
基于pytorch + bert的多标签文本分类(multi label text classification)
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。
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料,该资料目前包含 自然语言处理各领域的 面试题积累。
收录NLP相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中
汉字拼音数据
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
文本分类:LR、Xgboost、TextCNN、FastText、TextRNN、BERT等分类模型实现
基于pytorch的bert_bilstm_crf中文命名实体识别
基于bert的中文实体链接
原理解析及代码实战,推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴,欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues,也可加文末的联系方式向我询问!
novel deep learning research works with PaddlePaddle
中文数据集下SimCSE+ESimCSE的实现
经典排序算法的python实现
本项目是利用深度学习技术来构建知识图谱方向上的一次尝试,作为开放领域的关系抽取,算是笔者的一次创新,目前在这方面的文章和项目都很少。
中文常用停用词表(哈工大停用词表、百度停用词表等)
基于Pytorch的文本分类框架,支持TextCNN、Bert、Electra等。
文本聚类(Kmeans、DBSCAN、LDA、Single-pass)
This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code
WSDM2022留存预测挑战赛 第1名解决方案
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