Stanford CoreNLP – a suite of core NLP tools

這是一個 Sentiment Analysis 的工具.

  • a set of natural language analysis tools. It can give the base forms of words, their parts of speech, whether they are names of companies, people, etc., normalize dates, times, and numeric quantities, mark up the structure of sentences in terms of phrases and word dependencies, indicate which noun phrases refer to the same entities, indicate sentiment, extract particular or open-class relations between entity mentions, get quotes people said, etc.

語言,句子是可以分解,分析,分類 找出情緒傾向(人 時,地, 事件)



  • An integrated toolkit with a good range of grammatical analysis tools //語法分析工具
  • Fast, reliable analysis of arbitrary texts //文本分析
  • The overall highest quality text analytics
  • Support for a number of major (human) languages
  • Available interfaces for most major modern programming languages
  • Ability to run as a simple web service

這對人文,社會學科會有些影響吧.  文本分析都有工具可以處理了, 分析文本的情緒意向, 是愛是恨? 是贊成是反對? 是同意是不同意? 是支持或不支持?  高盛已有在用這工具了.

這工具是開源, 但注意若要轉用商用或用在自己軟件裡要申請授權(note1),

這工具,廣告公司,民調中心, 經濟政策研究單位會用的到.

  • Download at
  • 或


(note1: Stanford CoreNLP is licensed under the GNU General Public License (v3 or later; in general Stanford NLP code is GPL v2+, but CoreNLP uses several Apache-licensed libraries, and so the composite is v3+). Note that the license is the full GPL, which allows many free uses, but not its use in proprietary software which is distributed to others.)


2 則迴響

  1. 同樣的方法應用在華文語意分析表現卻不如預期.
    用 NLP 截出詞語來組合就容易錯誤。藍星球的技術則是大詞優先並挑出關鍵字拼湊語意,他認為這才是跨過華文語意 AI 撞牆期的方法。

  2. 阿里巴巴首场NLP学术研讨会,顶尖名师与企业工程师碰撞产学研火花


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