Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom. - Melissa Torgbi; Andrew Clayman; Jordan J. Speight; Harish Tayyar Madabushi (COLING Workshops, 2025)

Inclusive ASR for Critical Public Services: Debiasing with Actor-Simulated Speech. - Melissa Torgbi; Andrew Clayman; Jordan J. Speight; Joe Hirst; Harish Tayyar Madabushi (TSD (1), 2025)

Assessing Language Comprehension in Large Language Models Using Construction Grammar. - Wesley Scivetti; Melissa Torgbi; Austin Blodgett; Mollie Shichman; Taylor Hudson; Claire Bonial; Harish Tayyar Madabushi (CoRR, 2025)

Neither Stochastic Parroting nor AGI: LLMs Solve Tasks through Context-Directed Extrapolation from Training Data Priors. - Harish Tayyar Madabushi; Melissa Torgbi; Claire Bonial (CoRR, 2025)

UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment. - Joseph Marvin Imperial; Abdullah Barayan; Regina Stodden; Rodrigo Wilkens; Ricardo Muñoz Sánchez; Lingyun Gao; Melissa Torgbi; Dawn Knight; Gail Forey; Reka R. Jablonkai; Ekaterina Kochmar; Robert Reynolds 001; et al. (CoRR, 2025)