Isabel Papadimitriou

1. On the Opportunities and Risks of Foundation Models
   2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 544 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
2. Mission: Impossible Language Models
   2024/01/12 by Julie Kallini, Kallini, Julie, Isabel Papadimitriou +7 · 7 voices · 6 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
3. Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
   2021/03/22 by Julia Kreutzer, Isaac Caswell, Lisa Wang +55 · 2 voices · 6 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
4. Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
   2025/02/18 by Thomas Fel, Fel, Thomas, Ekdeep Singh Lubana +17 · 19 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
5. Interpreting the linear structure of vision-language model embedding spaces
   2025/04/16 by Isabel Papadimitriou, Huangyuan Su, Papadimitriou, Isabel +8 · 2 voices · 11 citations
   Computer Science · Social Sciences · Psychology · #Multimodal Machine Learning Applications #Language and cultural evolution #Language, Metaphor, and Cognition
6. When classifying grammatical role, BERT doesn't care about word order...\n except when it matters
   2022/03/11 by Isabel Papadimitriou, Richard Futrell, Papadimitriou, Isabel +3 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
7. Oolong: Investigating What Makes Transfer Learning Hard with Controlled Studies
   2022/02/24 by Zhengxuan Wu, Alex Tamkin, Wu, Zhengxuan +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling