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A Report on the First Native Language Identification Shared Task

机译:关于第一次母语识别共享任务的报告

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Native Language Identification, or NLI, is the task of automatically classifying the L1 of a writer based solely on his or her essay written in another language. This problem area has seen a spike in interest in recent years as it can have an impact on educational applications tailored towards non-native speakers of a language, as well as authorship profiling. While there has been a growing body of work in NLI, it has been difficult to compare methodologies because of the different approaches to pre-processing the data, different sets of languages identified, and different splits of the data used. In this shared task, the first ever for Native Language Identification, we sought to address the above issues by providing a large corpus designed specifically for NLI, in addition to providing an environment for systems to be directly compared. In this paper, we report the results of the shared task. A total of 29 teams from around the world competed across three different sub-tasks.
机译:母语语言识别或NLI是自动根据他或她的文章自动对作家L1进行分类的任务。这个问题地区近年来,它的飙升史如其一体,因为它可能对对语言的非母语人员身份定制的教育应用产生影响,以及作者概况。虽然在NLI上有一个越来越多的工作,但由于预处理数据的不同方法,所识别的不同语言以及所使用的数据的不同分裂,难以比较方法。在这项共享任务中,我们首先用于母语语言识别,我们试图通过提供专为NLI专为NLI设计的大型语料库来解决上述问题,除了为直接比较系统的环境。在本文中,我们报告了共享任务的结果。来自世界各地共有29支球队竞争三个不同的子任务。

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