A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

Mining synonyms from unstructured and semi-structured data

100+ Chinese Word Vectors 上百种预训练中文词向量

通过词对齐挖掘近义词

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

使用bert进行关系三元组抽取。

An Open-Source Package for Neural Relation Extraction (NRE)

北京航空航天大学大数据高精尖中心自然语言处理研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

Google Research

Implementation of the paper Model-based Clustering of Short Text Streams by Yin et al. published at KDD 2018

TensorFlow code and pre-trained models for BERT

PyTorch deep learning models for document classification

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…

Resources for learning about Text Mining and Natural Language Processing

Python文本挖掘系统 Research of Text Mining System

Next generation of automated data exploratory analysis and visualization platform.