Direct Preference Optimization for Robust Dialectal Alignment: A Case Study on English-to-Tunisian Translation

Robust Optimization for Multilingual Translation with Imbalanced Data

Multilingual models are parameter-efficient and especially effective in improving low-resource langu

A case study on using speech-to-translation alignments for language documentation

For many low-resource or endangered languages, spoken language resources are more likely to be annot

Demographic Dialectal Variation in Social Media: A Case Study of African-American English

Though dialectal language is increasingly abundant on social media, few resources exist for developi

A Hybrid Translation Model for Pidgin English to English Language Translation

BENYO-S2ST-Corpus-1: A Bilingual English-to-Yoruba Direct Speech-to-Speech Translation Corpus

There is a major shortage of Speech-to-Speech Translation (S2ST) datasets for high resource-to-low r

Towards a Deep Multi-layered Dialectal Language Analysis: A Case Study of African-American English

Currently, natural language processing (NLP) models proliferate language discrimination leading to p