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Register a new userSupervised Identification of Participant Slots in Contracts
تحديد هوية إشراف من فتحات المشاركين في العقود
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تقدم هذه الورقة تقنية لتحديد فتحات المشارك في عقود اللغة الإنجليزية.من خلال الإلهام من تقنيات استخراج فتحة غير مدفوعة غير المنشورة، يستخدم النظام المعروض هنا نهجا مختلفا لتحديد المصطلحات المستخدمة للإشارة إلى فتحة خاصة بالهيئة في العقود الجديدة.نقوم بتقييم النظام في تكوينات ميزة متعددة لإظهار أن أفضل نظام أداء في كلا النوعين من العقود يحملون الإشارة الدقيقة للنظر فيها - على الرغم من أن النماذج المذكورة غالبا ما تكون اسم الفتحة قيد النظر - - وهي بدلا من ذلكبناء فقط على تسمية التبعية والوالد؛بمعنى آخر، يتم العثور على كمية أكثر موثوقية لدور الحزب في عقد في ما يفعلونه بدلا من ما يتم تسميته.
This paper presents a technique for the identification of participant slots in English language contracts. Taking inspiration from unsupervised slot extraction techniques, the system presented here uses a supervised approach to identify terms used to refer to a genre-specific slot in novel contracts. We evaluate the system in multiple feature configurations to demonstrate that the best performing system in both genres of contracts omits the exact mention form from consideration---even though such mention forms are often the name of the slot under consideration---and is instead based solely on the dependency label and parent; in other words, a more reliable quantification of a party's role in a contract is found in what they do rather than what they are named.
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