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首页> 外文会议>Annual conference of the North American Chapter of the Association for Computational Linguistics: human language technologies >Abbreviation Explorer - an interactive system for pre-evaluation of Unsupervised Abbreviation Disambiguation
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Abbreviation Explorer - an interactive system for pre-evaluation of Unsupervised Abbreviation Disambiguation

机译：缩写浏览器-用于无监督缩写歧义预评估的交互式系统

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摘要

We present Abbreviation Explorer, a system that supports interactive exploration of abbreviations that are challenging for Unsupervised Abbreviation Disambiguation (UAD). Abbreviation Explorer helps to identify long-forms that are easily confused, and to pinpoint likely causes such as limitations of normalization, language switching, or inconsistent typing. It can also support determining which long-forms would benefit from additional input text for unsupervised abbreviation disambiguation. The system provides options for creating corrective rules that merge redundant long-forms with identical meaning. The identified rules can be easily applied to the already existing vector spaces used by UAD to improve disambiguation performance, while also avoiding the cost of retraining.
机译：我们介绍了缩写浏览器，该系统支持交互式浏览缩写，这对于无监督缩写消除歧义（UAD）来说是一个挑战。缩写资源管理器有助于识别容易混淆的长格式，并查明可能的原因，例如标准化限制，语言切换或不一致的键入。它还可以支持确定哪些长格式将从其他输入文本中受益，以实现无监督的缩写词歧义消除。系统提供用于创建纠正规则的选项，这些纠正规则合并具有相同含义的冗余长格式。所标识的规则可以轻松地应用于UAD已使用的矢量空间，以提高消歧性能，同时还避免了重新训练的成本。

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