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Collaborative Research:CI-P: Creation of an annotated repository of multilingual and multigenre code switched data for several language pairs

Collaborative Research:CI-P: Creation of an annotated repository of multilingual and multigenre code switched data for several language pairs
合作研究:CI-P:创建多个语言对的多语言和多流派代码交换数据的带注释存储库
批准号:
0958088
负责人:
Thamar Solorio
金额:
$2.2万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2010
资助国家:
美国
项目状态:
已结题
起止时间:
2010-03-01 至 2012-02-29

项目摘要

项目成果

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中文摘要
翻译
语码转换是一个术语,用来描述特定语言对的双语说话者之间的一种普遍做法,即说话者在他们的共同语言之间来回切换。跨文化交际存在于各种类型的交际中,并存在于不同的语言表达层面。当输入信号中有其他语言,即具有CS现象的数据时,为一种语言训练的计算算法失败。CS处理研究的一个主要障碍是缺乏大量准确标注的CS数据语料库。该规划提案旨在创建一个大型一致注释数据存储库的框架,该数据库将以7种不同的语言为目标,并在不同的粒度级别对功能进行注释。在规划拨款的过程中,我们计划举办一次社区研讨会,以确保我们在储存库中满足他们的需求。我们将与社会各界合作,准备完整的CRI提案。这些数据将对计算语言学研究产生变革,因为它将为自适应学习算法提供试验台,导致在处理非常多样化的数据源时具有显著的稳健性,并为真正的多语言处理创建一个框架。此外,它还将对社会语言学家解释CS的方式产生直接影响,从而导致更强大和可复制的概括。对CS的研究将有助于承认双语者在利用他们的言语能力方面的创造力。CS储存库将在许多相互关联的领域实现新的研究。这项研究将有助于提高人们对双语/多种语言的普遍认识。
英文摘要
Code switching (CS) is the term used to describe a common practice among bilingual speakers of a given language pair in which the speakers switch back and forth between their common languages. CS occurs in all genres of communication, and at different levels of linguistic representation. Computational algorithms trained for a single language fail when the input has other languages in the signal i.e. data with CS phenomena. One major barrier to research on processing CS is the lack of large, accurately annotated corpora of CS data. This planning proposal aims at creating the framework for a large consistently annotated data repository that will target 7 different languages annotated with features at different levels of granularity. In the course of the planning grant, we plan to hold a community workshop to ensure that we are addressing their needs in the repository. We will work with the community in order to prepare the full CRI proposal. This data will be transformative for computational linguistics research as it will provide a testbed for adaptive learning algorithms, lead to significant robustness in handling very diverse data sources, and create a framework for genuine multilingual processing. Moreover, it will have a direct impact on the way sociolinguists account for CS leading to more robust and replicable generalizations. Research on CS will help acknowledge the creativity of bilinguals in exploiting their verbal repertoire. The CS repository will enable new research in many interconnected fields. This research will contribute to raising general awareness of bi/multilingualism.
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会议论文
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