Gauri Takalikar
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View article: On Importance of Code-Mixed Embeddings for Hate Speech Identification
On Importance of Code-Mixed Embeddings for Hate Speech Identification Open
Code-mixing is the practice of using two or more languages in a single sentence, which often occurs in multilingual communities such as India where people commonly speak multiple languages. Classic NLP tools, trained on monolingual data, f…
View article: Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning Open
Large Language Models (LLMs) have demonstrated remarkable multilingual capabilities, yet challenges persist in adapting these models for low-resource languages. In this study, we investigate the effects of Low-Rank Adaptation (LoRA) Parame…