Multilingual Language Model Evaluation
LLM
Evaluation
Bias
Overview
Systematic evaluation of large language models across multiple languages and linguistic phenomena. This project aims to identify biases, limitations, and opportunities for improvement in current NLP systems.
Lead Researcher: Dr. Sarah Johnson
Timeline: 2023-2025
Collaboration: Industry partnership with TechNLP Inc.
Key Components
- Cross-lingual transfer analysis
- Cultural and linguistic bias detection
- Low-resource language performance evaluation