Language identification at the word level in code-mixed texts using character sequence and word embedding

OE Ojo, A Gelbukh, H Calvo, A Feldman… - … Language Processing …, 2022 - aclanthology.org
… , or even sub-word level. In this paper, we address the problem of identifying language at
the word level in code-mixed texts using a sequence of characters and word embedding. We …

An effective cybernated word embedding system for analysis and language identification in code-mixed social media text

S Shekhar, DK Sharma… - International Journal of …, 2019 - content.iospress.com
… This paper describes the application of the code mixed index in Indian social … language
identification for code-mixed text proposed in this paper is implemented using word embedding

Evaluating word embeddings for Indonesian–English code-mixed text based on synthetic data

S Stymne - Proceedings of the 4th Workshop on Computational …, 2020 - aclanthology.org
… a cross-lingual word embedding model based on code-mixed … We will call these embeddings
code-mixed word embeddingsWord embeddings for code-mixed language processing. In …

" Did you really mean what you said?": Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings

A Aggarwal, A Wadhawan, A Chaudhary… - arXiv preprint arXiv …, 2020 - arxiv.org
code mixed dataset, to obtain Hinglish word embeddings. … vectors aligned with multilingual
word embeddings after generation using MUSE with FastText pre aligned word embeddings. …

Improving code-mixed POS tagging using code-mixed embeddings

SN Bhattu, SK Nunna, DVLN Somayajulu… - … Information Processing  …, 2020 - dl.acm.org
codemixed text for POS tagging. We develop an approach for scraping and building word
embeddings for codemixed … the perspectives of both Natural Language Processing (NLP) and …

Sentiment analysis for hinglish code-mixed tweets by means of cross-lingual word embeddings

P Singh, E Lefever - Proceedings of the 4th Workshop on …, 2020 - aclanthology.org
… -lingual embeddings for solving the problem of code-mixed … We specifically investigate the
use of these embeddings for a … Word embeddings for code-mixed language processing. In …

Cmsaone@ dravidian-codemix-fire2020: A meta embedding and transformer model for code-mixed sentiment analysis on social media text

S Dowlagar, R Mamidi - arXiv preprint arXiv:2101.09004, 2021 - arxiv.org
… meta embedding with a transformer method for sentiment analysis on the Dravidian code-mixed
Sitaram, Word embeddings for code-mixed language processing, in: Proceedings of the …

[HTML][HTML] An effective bi-LSTM word embedding system for analysis and identification of language in code-mixed social media text in English and Roman Hindi

S Shekhar, DK Sharma, MM Beg - Computación y Sistemas, 2020 - scielo.org.mx
… used in each word is important for language processing. The major … language
identification for code-mixed text proposed in this paper is implemented using word embedding

Named entity recognition for code-mixed Indian corpus using meta embedding

R Priyadharshini, BR Chakravarthi… - 2020 6th …, 2020 - ieeexplore.ieee.org
embedding, sub-word embedding and closely related languages of languages in the code
mixed corpus to create a meta-embedding… from natural language processing experts and …

Embedding Framework for Identifying Ambiguous Words in Code-Mixed Social Media Text

S Shekhar, DK Sharma… - … Computing and Informatics …, 2019 - ieeexplore.ieee.org
… of transliterated code mixed data. Alekseev et al. [10] Consider word embedding as an
efficient feature and proposed entity extraction for user profiling using word-embedding features. …