Word Level Language Identification on Code-Mixed English-Bodo Text

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text

Sentiment analysis (SA) using code-mixed data from social media has several applications in opinion mining ranging from customer satisfaction to social campaign analysis in multilingual societies. Advances in this area are impeded by the lack of a suitable annotated dataset. We introduce a Hindi-English (Hi-En) code-mixed dataset for sentiment analysis and perform empirical analysis comparing t...

متن کامل

DCU-UVT: Word-Level Language Classification with Code-Mixed Data

This paper describes the DCU-UVT team’s participation in the Language Identification in Code-Switched Data shared task in the Workshop on Computational Approaches to Code Switching. Wordlevel classification experiments were carried out using a simple dictionary-based method, linear kernel support vector machines (SVMs) with and without contextual clues, and a k-nearest neighbour approach. Based...

متن کامل

Word-level Language Identification in Bi-lingual Code-switched Texts

Code-switching is the practice of moving back and forth between two languages in spoken or written form of communication. In this paper, we address the problem of word-level language identification of code-switched sentences. Here, we primarily consider Hindi-English (Hinglish) code-switching, which is a popular phenomenon among urban Indian youth, though the approach is generic enough to be ex...

متن کامل

Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text

In this study, the problem of shallow parsing of Hindi-English code-mixed social media text (CSMT) has been addressed. We have annotated the data, developed a language identifier, a normalizer, a part-of-speech tagger and a shallow parser. To the best of our knowledge, we are the first to attempt shallow parsing on CSMT. The pipeline developed has been made available to the research community w...

متن کامل

Word-Level Language Identification and Predicting Codeswitching Points in Swahili-English Language Data

Codeswitching is a very common behavior among Swahili speakers, but of the little computational work done on Swahili, none has focused on codeswitching. This paper addresses two tasks relating to Swahili-English codeswitching: word-level language identification and prediction of codeswitch points. Our two-step model achieves high accuracy at labeling the language of words using a simple feature...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IOP Conference Series: Materials Science and Engineering

سال: 2021

ISSN: 1757-899X

DOI: 10.1088/1757-899x/1020/1/012027