منابع مشابه
Multilingual Semantic Parsing And Code-Switching
Extending semantic parsing systems to new domains and languages is a highly expensive, time-consuming process, so making effective use of existing resources is critical. In this paper, we describe a transfer learning method using crosslingual word embeddings in a sequence-tosequence model. On the NLmaps corpus, our approach achieves state-of-the-art accuracy of 85.7% for English. Most important...
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This paper describes experiments in detecting and annotating code-switching in a large multilingual diachronic corpus of Swiss Alpine texts. The texts are in English, French, German, Italian, Romansh and Swiss German. Because of the multilingual authors (mountaineers, scientists) and the assumed multilingual readers, the texts contain numerous code-switching elements. When building and annotati...
متن کاملPredicting Code-switching in Multilingual Communication for Immigrant Communities
Immigrant communities host multilingual speakers who switch across languages and cultures in their daily communication practices. Although there are in-depth linguistic descriptions of code-switching across different multilingual communication settings, there is a need for automatic prediction of code-switching in large datasets. We use emoticons and multi-word expressions as novel features to ...
متن کاملAn investigation of acoustic models for multilingual code-switching
Multilingual speech processing continues to develop as speech technology spreads to heterogeneous clients and applications. We address a distinct problem of code-switching — the spontaneous but occasional use, within speech in one language (referred to as L1), of words, phrases, expressions or idioms from a second language (L2). We examine two alternatives for modeling the acoustics of such wor...
متن کاملSentiment Analysis on Monolingual, Multilingual and Code-Switching Twitter Corpora
We address the problem of performing polarity classification on Twitter over different languages, focusing on English and Spanish, comparing three techniques: (1) a monolingual model which knows the language in which the opinion is written, (2) a monolingual model that acts based on the decision provided by a language identification tool and (3) a multilingual model trained on a multilingual da...
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ژورنال
عنوان ژورنال: Journal for Undergraduate Ethnography
سال: 2015
ISSN: 2369-8721
DOI: 10.15273/jue.v5i1.8261