3 citations · 3 across the 14 of their papers we have counts for
5 papers · 1 filter
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models
Dipankar Srirag, Aditya Joshi, Jacob Eisenstein
Dialect adapters that improve the performance of LLMs for NLU tasks on certain sociolects/dialects/national varieties ('dialects' for the sake of brevity) have been reported for en…
BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pretraining of BabyLM
Zhewen Shen, Aditya Joshi, Ruey-Cheng Chen
Children from bilingual backgrounds benefit from interactions with parents and teachers to re-acquire their heritage language. In this paper, we investigate how this insight from b…
Evaluating Dialect Robustness of Language Models via Conversation Understanding
Dipankar Srirag, Nihar Ranjan Sahoo, Aditya Joshi
With an evergrowing number of LLMs reporting superlative performance for English, their ability to perform equitably for different dialects of English (, dialect rob…
Overview of the 2023 ICON Shared Task on Gendered Abuse Detection in Indic Languages
Aatman Vaidya, Arnav Arora, Aditya Joshi +1
This paper reports the findings of the ICON 2023 on Gendered Abuse Detection in Indic Languages. The shared task deals with the detection of gendered abuse in online text. The shar…
Natural Language Processing for Dialects of a Language: A Survey
Aditya Joshi, Raj Dabre, Diptesh Kanojia +4
State-of-the-art natural language processing (NLP) models are trained on massive training corpora, and report a superlative performance on evaluation datasets. This survey delves i…