Tag: low-resource languages
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Optimizing LLMs for Low-Resource Languages: Hausa & Fongbe
Explore effective strategies to mine large language models for Hausa and Fongbe, enhancing data extraction for low-resource languages using GPT-4o Mini and...
Reducing Gender Bias in Bangla NLP Classification Tasks
Explore RandSymKL, a novel method to reduce extrinsic gender bias in Bangla NLP models for sentiment, toxicity, hate speech, and sarcasm detection.
Improving In-Context Translation with Grammar Transduction
Explore how synchronous context-free grammar transduction enhances in-context translation accuracy for low-resource languages using large language models.
Language Routing Isolation in Multilingual MoE Models Explained
Discover how Language Routing Isolation in multilingual MoE models improves subnetwork adaptation and boosts low-resource language performance.
Post-Training Methods for Fluent Low-Resource Language Models
Discover innovative post-training techniques to enhance fluency in language models for low-resource languages without relying on extensive data.