有人知道一些好的词义消歧软件吗? [英] Anyone know of some good Word Sense Disambiguation software?

问题描述

Word Sense Disambiguation (WSD) 软件的最新技术代表什么?哪些指标决定了最先进的技术，哪些工具包/开源包可用?

What represents the state-of-the-art in Word Sense Disambiguation (WSD) software? What metrics determine the state-of-the-art, and what toolkits / open source packages are available?

推荐答案

我的列表并不详尽，但肯定会更适合您的目的.

My list are not exhaustive but surely Googling for more will be better for your purposes.

这里有一个简短的软件列表，记得CITE相关来源！！！

For softwares here's a short list, remember to CITE the relevant sources!!!

GWSD:基于图的无监督词义消歧http://lit.csci.unt.edu/~rada/downloads/GWSD/GWSD.1.0.tar.gz

SenseLearner:全词词义消歧工具http://lit.csci.unt.edu/~rada/downloads/senselearner/SenseLearner2.0.tar.gz

KYOTO UKB 基于图形的 WSDhttp://ixa2.si.ehu.es/ukb/

pyWSD:简单 WSD 算法的 Python 实现 https://github.com/alvations/pywsd

WSD 任务也有点依赖于数据源，所以这里有一些，记得也要引用它们！！！

WSD tasks are sort of also dependent of the data source so here's a few, remember to CITE them too!!!

Open Mind Word Expert Sense 标记数据http://teach-computers.org/word-expert.html

TWA Sense 标记数据http://lit.csci.unt.edu/~rada/downloads/TWA/TWA.tar.gz

SemCorhttp://lit.csci.unt.edu/~rada/downloads/semcor/semcor1.6.tar.gz

最后，WSD 任务依赖于一些预处理，如果您正在研究最先进的跨语言 WSD，那么您应该尝试寻找像

Lastly, WSD tasks are dependent on some preprocessing and if you're looking into state-of-the-art crosslingual WSD, then you should try to look out for word level aligners like

• 摩西
• MGIZA++
• 吉萨++
• 伯克利对齐器

此外，查看之前的 Senseval/SemEval 页面以了解已经完成的工作，以及未来任务的发展趋势.http://en.wikipedia.org/wiki/SemEval

Also, look at previous Senseval/SemEval pages to look for what has already been done, and what are the trends that future tasks are moving towards. http://en.wikipedia.org/wiki/SemEval

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