Nlp Packages

The article explores the field of Natural Language Processing (NLP) and its various frameworks, including sentiment analysis, text clustering, and summarization. It highlights question answering capabilities as a significant aspect of NLP and introduces packages like questgen.ai for essay questions and Jiagu’s offerings such as word segmentation and named entity recognition.

NLP NLG Packages

questgen.ai:

generate question from essay, imitate interaction

增加观众互动性 生成问题

question answering question generator

甲骨 jiagu nlp包 provided by ownthink:

https://github.com/ownthink/Jiagu

  • 中文分词

  • 词性标注

  • 命名实体识别

  • 知识图谱关系抽取

  • 关键词提取

  • 文本摘要

  • 新词发现

  • 情感分析

  • 文本聚类

haystack:

nlp framework

neural search neural text search

semantic search

summarization

question answering

snownlp:

chinese segmentation, pinyin, sentiment analysis (情感分析), word tags, keywords, summary, tf-idf similarity, classification, 繁体转简体

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