Stanford CoreNLP--功能列表
Standford CoreNLP包含很多功能,github上有源码,github地址:Stanford CoreNLP,有需要的话可以下载看看。
主要内容在网站上都有描述,原文是这样写的:
Choose Stanford CoreNLP if you need:
- An integrated toolkit with a good range of grammatical analysis tools
- Fast, reliable analysis of arbitrary texts
- The overall highest quality text analytics
- Support for a number of major (human) languages
- Interfaces available for various major modern programming languages
- Ability to run as a simple web service
工具以及对各种语言的支持如下表(英文和中文支持的最好),分别对应:分词,断句,定词性,词元化,分辨命名实体,语法分析,情感分析,同义词分辨等。
| Annotator | ar | zh | en | fr | de | es |
|---|---|---|---|---|---|---|
| Tokenize / Segment | ✔ | ✔ | ✔ | ✔ | ✔ | |
| Sentence Split | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ |
| Part of Speech | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ |
| Lemma | ✔ | |||||
| Named Entities | ✔ | ✔ | ✔ | ✔ | ||
| Constituency Parsing | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ |
| Dependency Parsing | ✔ | ✔ | ✔ | ✔ | ||
| Sentiment Analysis | ✔ | |||||
| Mention Detection | ✔ | ✔ | ||||
| Coreference | ✔ | ✔ | ||||
| Open IE | ✔ |
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