Search Results for author: Kushal Tatariya

Found 4 papers, 2 papers with code

Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models

1 code implementation15 Oct 2024 Kushal Tatariya, Vladimir Araujo, Thomas Bauwens, Miryam de Lhoneux

Pixel-based language models have emerged as a compelling alternative to subword-based language modelling, particularly because they can represent virtually any script.

Language Modelling

Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification

no code implementations5 Feb 2024 Kushal Tatariya, Heather Lent, Johannes Bjerva, Miryam de Lhoneux

Emotion classification is a challenging task in NLP due to the inherent idiosyncratic and subjective nature of linguistic expression, especially with code-mixed data.

Emotion Classification

CreoleVal: Multilingual Multitask Benchmarks for Creoles

1 code implementation30 Oct 2023 Heather Lent, Kushal Tatariya, Raj Dabre, Yiyi Chen, Marcell Fekete, Esther Ploeger, Li Zhou, Ruth-Ann Armstrong, Abee Eijansantos, Catriona Malau, Hans Erik Heje, Ernests Lavrinovics, Diptesh Kanojia, Paul Belony, Marcel Bollmann, Loïc Grobol, Miryam de Lhoneux, Daniel Hershcovich, Michel DeGraff, Anders Søgaard, Johannes Bjerva

Creoles represent an under-explored and marginalized group of languages, with few available resources for NLP research. While the genealogical ties between Creoles and a number of highly-resourced languages imply a significant potential for transfer learning, this potential is hampered due to this lack of annotated data.

Machine Translation Reading Comprehension +2

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