Isabel Papadimitriou

Publications by Year

Research Areas

Natural Language Processing Techniques, Topic Modeling, Text Readability and Simplification, Multimodal Machine Learning Applications, Language and cultural evolution

Most-Cited Works

• → On the Opportunities and Risks of Foundation Models(2021)2,134 cited
• → Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets(2022)163 cited
• → Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models(2020)40 cited
• → Mission: Impossible Language Models(2024)14 cited
• Pretraining on Non-linguistic Structure as a Tool for Analyzing Learning Bias in Language Models(2020)
• → Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies(2022)6 cited
• → Injecting structural hints: Using language models to study inductive biases in language learning(2023)5 cited
• → When classifying grammatical role, BERT doesn't care about word order...\n except when it matters(2022)3 cited
• → Multilingual BERT has an Accent: Evaluating English Influences on Fluency in Multilingual Models(2023)3 cited