Embeddings
shibing624/text2vec
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
🧠 Natural Language Processing
PythonApache-2.0updated Feb 14, 2026
🏆 #248 overall#10 of 179 in Embeddings
vi3k6i5 /flashtext
Extract Keywords from sentence or Replace keywords in sentences.
$ git clone https://github.com/vi3k6i5/flashtext.gitStars
5.7K
5,706
Forks
596
596
Language
Python
License
MIT
Created
Aug 15, 2017
9.1 years old
Last push
Apr 13, 2025
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explosion/sense2vec
🦆 Contextually-keyed word vectors
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kavgan/nlp-in-practice
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
🗂️ Text Classification🧠 Natural Language Processing💎 Text Mining
Jupyter Notebookno licenseupdated Dec 2, 2020
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inspirehep/magpie
Deep neural network framework for multi-label text classification
🧠 Natural Language Processing
PythonMITupdated Jan 31, 2023
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zhang17173/Event-Extraction
基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容
🧠 Natural Language Processing
Pythonno licenseupdated Mar 7, 2026
Data from GitHub · snapshot Sep 24, 2026