获取TweetNLP中首字母缩略词的全文

为tweet提供标记器和词性标记器，这非常酷。现在，我想知道我是否可以进一步提取首字母缩略词。例如，当我收到一条tweet“ikr”时，我可以查找它并得到“我知道，对吗？”。我想我可以写我自己的字典，但似乎已经有一本了？

我不知道有这样的语料库；但您可以从以下网站获取所需信息：

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所以我最后要做的就是将StanfordNLP与GATE tweeter模型结合使用

示例推文：

ikr smh他问了fir yo的姓，这样他就可以在fb LOLOL上添加u了

没有gate-EN-twitter.model的结果

word: ikr :: pos: NN :: ne:O
word: smh :: pos: NN :: ne:O
word: he :: pos: PRP :: ne:O
word: asked :: pos: VBD :: ne:O
word: fir :: pos: NNP :: ne:O
word: yo :: pos: NNP :: ne:O
word: last :: pos: JJ :: ne:O
word: name :: pos: NN :: ne:O
word: so :: pos: IN :: ne:O
word: he :: pos: PRP :: ne:O
word: can :: pos: MD :: ne:O
word: add :: pos: VB :: ne:O
word: u :: pos: NN :: ne:O
word: on :: pos: IN :: ne:O
word: fb :: pos: NN :: ne:O
word: lololol :: pos: NN :: ne:O

word: ikr :: pos: UH :: ne:O
word: smh :: pos: UH :: ne:O
word: he :: pos: PRP :: ne:O
word: asked :: pos: VBD :: ne:O
word: fir :: pos: IN :: ne:O
word: yo :: pos: PRP$ :: ne:O
word: last :: pos: JJ :: ne:O
word: name :: pos: NN :: ne:O
word: so :: pos: IN :: ne:O
word: he :: pos: PRP :: ne:O
word: can :: pos: MD :: ne:O
word: add :: pos: VB :: ne:O
word: u :: pos: PRP :: ne:O
word: on :: pos: IN :: ne:O
word: fb :: pos: NNP :: ne:O
word: lololol :: pos: UH :: ne:O

gate-EN-twitter.model的结果

word: ikr :: pos: NN :: ne:O
word: smh :: pos: NN :: ne:O
word: he :: pos: PRP :: ne:O
word: asked :: pos: VBD :: ne:O
word: fir :: pos: NNP :: ne:O
word: yo :: pos: NNP :: ne:O
word: last :: pos: JJ :: ne:O
word: name :: pos: NN :: ne:O
word: so :: pos: IN :: ne:O
word: he :: pos: PRP :: ne:O
word: can :: pos: MD :: ne:O
word: add :: pos: VB :: ne:O
word: u :: pos: NN :: ne:O
word: on :: pos: IN :: ne:O
word: fb :: pos: NN :: ne:O
word: lololol :: pos: NN :: ne:O

word: ikr :: pos: UH :: ne:O
word: smh :: pos: UH :: ne:O
word: he :: pos: PRP :: ne:O
word: asked :: pos: VBD :: ne:O
word: fir :: pos: IN :: ne:O
word: yo :: pos: PRP$ :: ne:O
word: last :: pos: JJ :: ne:O
word: name :: pos: NN :: ne:O
word: so :: pos: IN :: ne:O
word: he :: pos: PRP :: ne:O
word: can :: pos: MD :: ne:O
word: add :: pos: VB :: ne:O
word: u :: pos: PRP :: ne:O
word: on :: pos: IN :: ne:O
word: fb :: pos: NNP :: ne:O
word: lololol :: pos: UH :: ne:O

现在，我可以通过查看标签来识别俚语，并与我的自定义词典相反

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仍然不明白为什么它现在还不可用，但它解决了我目前的问题。

从他们的网站下载StanfordNLP或将其用作maven依赖项。我使用了3.1.1版本

    <dependency>
        <groupId>edu.stanford.nlp</groupId>
        <artifactId>stanford-corenlp</artifactId>
        <version>3.3.1</version>
    </dependency>
    <dependency>
        <groupId>edu.stanford.nlp</groupId>
        <artifactId>stanford-corenlp</artifactId>
        <version>3.3.1</version>
        <classifier>models</classifier>
    </dependency>
    <dependency>
        <groupId>edu.stanford.nlp</groupId>
        <artifactId>stanford-parser</artifactId>
        <version>3.3.1</version>
        <classifier>models</classifier>
    </dependency>

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然后运行POS

谢谢Daniel。这是我的后备计划。我会有一本这样的术语词典，如果TweetNLP非常自信地显示它只是解析了一个感叹词，我会访问我的词典查找：LOL，然后将其替换为大声大笑。如果找不到，我会把它记录下来，然后手动尝试破译它是什么，并将它添加到字典中。也许我可以为ApacheOpenNLP做这件事，如果这个功能目前还不可用，我可以作为一个插件来做贡献……请参阅下面的完整答案