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chen8566's Projects

-word- icon -word-

利用文本分析算法和Python脚本,自动纠正word中的英语单词拼写错误

automatic-text-copy-detection icon automatic-text-copy-detection

利用多项式贝叶斯(Multinomial NB)做文本分类,利用k-means 对文本聚类,完成相似度计算,得到Top-N排序,完成对发布新闻的疑似抄袭文章。

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-utils icon bert-utils

一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算

chinesenlpcorpus icon chinesenlpcorpus

搜集、整理、发布 中文 自然语言处理 语料/数据集,与 有志之士 共同 促进 中文 自然语言处理 的 发展。

glm-130b icon glm-130b

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

phi2-mini-chinese icon phi2-mini-chinese

Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型,支持加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

se-wrl icon se-wrl

Improved Word Representation Learning with Sememes

seq2seq icon seq2seq

基于Pytorch的中文聊天机器人 集成BeamSearch算法

text-classification-cn icon text-classification-cn

中文文本分类实践,基于搜狗新闻语料库,采用传统机器学习方法以及预训练模型等方法

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