Workshop

Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification
Emotion classification is a challenging task in NLP due to the inherent idiosyncratic and subjective nature of linguistic expression, …
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Colexifications for Bootstrapping Cross-lingual Datasets: The Case of Phonology, Concreteness, and Affectiveness
Colexification refers to the linguistic phenomenon where a single lexical form is used to convey multiple meanings. By studying …
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Patterns of Closeness and Abstractness in Colexifications: The Case of Indigineous Languages in the Americas
Colexification refers to linguistic phenomena where multiple concepts (meanings) are expressed by the same lexical form, such as …
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Gradual Language Model Adaptation Using Fine-Grained Typology
Transformer-based language models (LMs) offer superior performance in a wide range of NLP tasks compared to previous paradigms. …
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