Tag: multilingual NLP
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Efficient Cross-Lingual Transfer in Turkic Low-Resource NLP
Explore parameter-efficient adaptation and cross-lingual transfer techniques for Turkic languages to improve low-resource NLP models.
OmniScore: Reliable Metrics for Multilingual Text Evaluation
Discover OmniScore, deterministic metrics offering cost-effective, reproducible evaluation for multilingual generative text beyond LLM-based judging.
LangFIR: Efficient Language Steering Using Monolingual Data
Discover LangFIR, a method that uses sparse features from monolingual data to improve language steering in large language models with high accuracy.
How Alignment Boosts LLMs’ Multilingual Skills
Discover how alignment enhances large language models' multilingual abilities through neuron classification and shared semantic processing.
RiDiC Dataset for Long-Form Factuality Evaluation
Explore the RiDiC dataset designed to evaluate long-form factuality in multilingual LLMs using controlled popularity distributions.