Hatred and trolling detection transliteration framework using hierarchical LSTM in code-mixed social media text

S Shekhar, H Garg, R Agrawal, S Shivani… - Complex & Intelligent …, 2023‏ - Springer
The paper describes the usage of self-learning Hierarchical LSTM technique for classifying
hatred and trolling contents in social media code-mixed data. The Hierarchical LSTM-based …

Perceptions of Language Technology Failures from South Asian English Speakers

F Holt, W Held, D Yang - Findings of the Association for …, 2024‏ - aclanthology.org
NLP systems have empirically worse performance for dialects other than Standard American
English (SAmE). However, how these discrepancies impact use of language technology by …

" We're Not in That Circle of Misinformation": Understanding Community-Based Trusted Messengers Through Cultural Code-Switching

AZ Chen, C Park, A Darkwa, RC Holliday… - Proceedings of the ACM …, 2024‏ - dl.acm.org
While social computing technologies are increasingly being used to counter misinformation,
more work is needed to understand how they can support the crucial work of community …

Code-switching input for machine translation: a case study of Vietnamese–English data

L Nguyen, O Mayeux, Z Yuan - International Journal of …, 2024‏ - Taylor & Francis
Multilingualism presents both a challenge and an opportunity for Natural Language
Processing, with code-switching representing a particularly interesting problem for …

Artificial intelligence inspired method for cross-lingual cyberhate detection from low resource languages

M Kaur, M Saini - ACM Transactions on Asian and Low-Resource …, 2024‏ - dl.acm.org
The appearance of inflammatory language on social media by college or university students
is quite prevalent, inspiring platforms to engage in community safety mechanisms …

An analysis of code-switching in the movie “LUCA”

K Anindita - ELTR Journal, 2023‏ - apspbi.or.id
Code-switching is a socio-linguistic phenomenon that often happens in our daily life. This
study is conducted to analyse code-switching that happen in the movie “Luca”, which is the …

Artificial immune systems-based classification model for code-mixed social media data

S Shekhar, DK Sharma, DK Agarwal, Y Pathak - Irbm, 2022‏ - Elsevier
The main focus of the paper is to propose an artificial immune systems-based classification
model for code-mixed social media data. The artificial immune systems are computational …

SwitchNet: Learning to switch for word-level language identification in code-mixed social media text

N Sarma, RS Singh, D Goswami - Natural Language Engineering, 2022‏ - cambridge.org
Word-level language identification is an essential prerequisite for extracting useful
information from code-mixed social media content. Previous studies in word-level language …

The non-native speaker aspect: Indian English in social media

R Sarkar, S Mahinder… - Proceedings of the Sixth …, 2020‏ - aclanthology.org
As the largest institutionalized second language variety of English, Indian English has
received a sustained focus from linguists for decades. However, to the best of our …

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 …