Wed Mar 01 2023
Tue Feb 28 2023
Large Language Models Are State-of-the-Art Evaluators of Translation Quality
Linguistics
NLP
Machine Translation
Improving translation quality metrics
Implementing large language models for translation quality assessment
Enhancing machine translation processes
GPT-based NMT quality metrics outperform automatic metrics (e.g. BLEU). Especially, ChatGPT-based one performs the best.
Can use large language models for quality assessment of translations, can improve translation quality metrics.
EvoPrompting: Language Models for Code-Level Neural Architecture Search
Computer Science
Machine Learning
Neural Networks
Optimizing neural network architecture
Improving accuracy and efficiency of machine learning models
Streamlining machine learning processes
Can design neural network architectures across a variety of tasks, while also being general enough for easy adaptation to other tasks beyond neural network design.
Can use language models for evolutionary neural architecture search for improved accuracy and efficiency. Can be applied to various machine learning tasks beyond neural network design.
Mon Feb 27 2023
Sun Feb 26 2023
Thu Feb 23 2023
Tue Feb 21 2023