A survey of code-switched speech and language processing
Code-switching, the alternation of languages within a conversation or utterance, is a
common communicative phenomenon that occurs in multilingual communities across the …
common communicative phenomenon that occurs in multilingual communities across the …
A survey of code-switching: Linguistic and social perspectives for language technologies
The analysis of data in which multiple languages are represented has gained popularity
among computational linguists in recent years. So far, much of this research focuses mainly …
among computational linguists in recent years. So far, much of this research focuses mainly …
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification
H Rathnayake, J Sumanapala, R Rukshani… - … and Information Systems, 2022 - Springer
Code-mixing and code-switching are frequent features in online conversations.
Classification of such text is challenging if one of the languages is low-resourced. Fine …
Classification of such text is challenging if one of the languages is low-resourced. Fine …
DHOT-repository and classification of offensive tweets in the Hindi language
While social media gives people an online platform for expressing their views, knowledge,
experiences and emotions, a major problem occurs when social media interactions …
experiences and emotions, a major problem occurs when social media interactions …
AdapterFusion-based multi-task learning for code-mixed and code-switched text classification
H Rathnayake, J Sumanapala, R Rukshani… - … Applications of Artificial …, 2024 - Elsevier
Social media text can be classified in different ways, viz sentiment analysis, humour
detection, hate speech detection and hope speech detection. Multitask learning (MTL) …
detection, hate speech detection and hope speech detection. Multitask learning (MTL) …
Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech …
In this paper we demonstrate how code-switching patterns can be utilised to improve various
downstream NLP applications. In particular, we encode different switching features to …
downstream NLP applications. In particular, we encode different switching features to …
MaCmS: Magahi Code-mixed Dataset for Sentiment Analysis
The present paper introduces new sentiment data, MaCMS, for Magahi-Hindi-English (MHE)
code-mixed language, where Magahi is a less-resourced minority language. This dataset is …
code-mixed language, where Magahi is a less-resourced minority language. This dataset is …
Identifying Themes of Right-Wing Extremism in Hindutva Discourse on Twitter
Hindutva, the core political ideology of India's current ruling party, the Bharatiya Janata Party
(BJP), seeks to transform constitutionally secular India into a Hindu Rashtra (“Hindu nation”) …
(BJP), seeks to transform constitutionally secular India into a Hindu Rashtra (“Hindu nation”) …
Identifying and analyzing different aspects of English-Hindi code-switching in Twitter
Code-switching or the juxtaposition of linguistic units from two or more languages in a single
utterance, has, in recent times, become very common in text, thanks to social media and …
utterance, has, in recent times, become very common in text, thanks to social media and …
Language Preference for Expression of Sentiment for Nepali-English Bilingual Speakers on Social Media
Nepali-English code-switching (CS) has been a growing phenomenon in Nepalese society,
especially in social media. The code-switching text can be leveraged to understand the …
especially in social media. The code-switching text can be leveraged to understand the …