LTP_Python_Interface. 根据自己搭的 LTP 服务器,实现:分词、词性标注、命名实体识别、依存句法分析、语义角色标、命名实体的抽取:人名,地名,机构名、三元组的抽取:主谓宾,动宾关系,介宾关系,(实体1,关系,实体2)
145scik-learn-learn-Chinese-text-classider. 使用scik-learn 实现k-means,KNN,SVM,贝叶斯,topic_extraction等算法,同时评估分类的准确率,召回率和F值。语料库是中文文本
43LDA-SVM. 使用LDA+SVM进行文本的分类
22PersonSpiderEngine. 多线程爬取百度,搜狗,bing等浏览器检索的结果,结果保存在轻量级的数据库sqlite中
12Baike_Unstruction_Info_Extract. 抽取百度百科,互动百科和搜狗百科网页中的info box 的属性信息
5Deep-Reinforcement-Learning-Algorithms-with-PyTorch. PyTorch implementations of deep reinforcement learning algorithms and environments
1ZEN. A BERT-based Chinese Text Encoder Enhanced by N-gram Representations
1transformers. 🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
1chineseGLUE. Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
1SemBERT. Semantics-aware BERT for Language Understanding (AAAI 2020)
1Just-Code. Just Code ! 针对面试训练算法题, 目前包括字节跳动面试题、 LeetCode 和剑指 offer ,持续扩容中 :star:
1service-streamer. Boosting your Web Services of Deep Learning Applications.
1PLMpapers. Must-read Papers on pre-trained language models.
1Chinese-BERT-wwm. Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
1bert-as-service. Mapping a variable-length sentence to a fixed-length vector using BERT model
1chineseocr. yolo3+ocr
1Transformers_for_Text_Classification. 基于Transformers的文本分类
1ccf_financial_negative. CCF BDCI 金融信息负面及主体判定 冠军代码
1vilbert_beta. Jupyter Notebook
1deeplearning-models. A collection of various deep learning architectures, models, and tips
1pumpkin-book. 《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
1BiLSTM-LAN. Hierarchically-Refined Label Attention Network for Sequence Labeling
1nlp-tutorial. Natural Language Processing Tutorial for Deep Learning Researchers
1bingSpider. 使用scarpy 爬取 bing 浏览器的检索返回的信息
1Awesome-Chinese-NLP. A curated list of resources for Chinese NLP 中文自然语言处理相关资料
1