A survey of code-switched speech and language processing

S Sitaram, KR Chandu, SK Rallabandi… - arxiv preprint arxiv …, 2019 - arxiv.org
Code-switching, the alternation of languages within a conversation or utterance, is a
common communicative phenomenon that occurs in multilingual communities across the …

A survey of code-switching: Linguistic and social perspectives for language technologies

AS Doğruöz, S Sitaram, BE Bullock… - arxiv preprint arxiv …, 2023 - arxiv.org
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 …

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 …

DHOT-repository and classification of offensive tweets in the Hindi language

VK Jha, P Hrudya, PN Vinu, V Vijayan… - Procedia Computer …, 2020 - Elsevier
While social media gives people an online platform for expressing their views, knowledge,
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) …

Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech …

S Bansal, V Garimella, A Suhane, J Patro… - arxiv preprint arxiv …, 2020 - arxiv.org
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 …

MaCmS: Magahi Code-mixed Dataset for Sentiment Analysis

P Rani, G Negi, T Fransen, JP McCrae - arxiv preprint arxiv:2403.04639, 2024 - arxiv.org
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 …

Identifying Themes of Right-Wing Extremism in Hindutva Discourse on Twitter

P Ghasiya, G Ahnert, K Sasahara - Social Media+ Society, 2023 - journals.sagepub.com
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”) …

Identifying and analyzing different aspects of English-Hindi code-switching in Twitter

K Rudra, A Sharma, K Bali, M Choudhury… - ACM Transactions on …, 2019 - dl.acm.org
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 …

Language Preference for Expression of Sentiment for Nepali-English Bilingual Speakers on Social Media

N Pahari, K Shimada - Proceedings of the 6th Workshop on …, 2023 - aclanthology.org
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 …