任何人都知道一些好的Word Sense消歧软件吗? [英] Anyone know of some good Word Sense Disambiguation software?
问题描述
什么代表了词义消除歧义(WSD)软件中的最新技术?哪些指标确定了最新技术，以及可用的工具包/开源软件包是什么?
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，但可以肯定的是，谷歌搜索更多会更适合您的目的.
My list are not exhaustive but surely Googling for more will be better for your purposes.
对于以下软件列表，请记住引用相关资源！
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:全单词词义消歧工具 http://lit.csci.unt.edu/〜rada/downloads/senselearner/SenseLearner2.0.tar.gz
KYOTO UKB基于图形的WSD http://ixa2.si.ehu.es/ukb/
pyWSD:简单WSD算法的Python实现 https://github.com/alvations /pywsd
WSD任务还取决于数据源，因此这里有一些，请记住也要引用！
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感官标记的数据 http://teach-computers.org/word-expert.html
TWA Sense标记数据 http://lit.csci.unt.edu/~rada /downloads/TWA/TWA.tar.gz
SemCor http://lit.csci.unt.edu/〜rada/downloads/semcor/semcor1.6.tar.gz
最后，WSD任务依赖于某些预处理，如果您正在研究最新的跨语言WSD，那么您应该尝试寻找诸如单词级对齐器之类的
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
- MOSES
- MGIZA ++
- GIZA ++
- BerkeleyAligner
此外，请查看以前的Senseval/SemEval页面，以了解已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
这篇关于任何人都知道一些好的Word Sense消歧软件吗?的文章就介绍到这了，希望我们推荐的答案对大家有所帮助，也希望大家多多支持IT屋！
