Toutanova, Kristina

11 publications

TMLR 2025 ALTA: Compiler-Based Analysis of Transformers Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova

ICCV 2025 Understanding Museum Exhibits Using Vision-Language Reasoning Ada-Astrid Balauca, Sanjana Garai, Stefan Balauca, Rasesh Udayakumar Shetty, Naitik Agrawal, Dhwanil Subhashbhai Shah, Yuqian Fu, Xi Wang, Kristina Toutanova, Danda Pani Paudel, Luc Van Gool

NeurIPSW 2024 ALTA: Compiler-Based Analysis of Transformers Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova

ECCV 2024 Taming CLIP for Fine-Grained and Structured Visual Understanding of Museum Exhibits Ada-Astrid Balauca, Danda Pani Paudel, Kristina Toutanova, Luc Van Gool

ICCV 2023 Open-Domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang

ICML 2023 Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova

ICLR 2020 Well-Read Students Learn Better: On the Importance of Pre-Training Compact Models Iulia Turc, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

AAAI 2016 Microsummarization of Online Reviews: An Experimental Study Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell

NeurIPS 2007 A Bayesian LDA-Based Model for Semi-Supervised Part-of-Speech Tagging Kristina Toutanova, Mark Johnson

ICML 2004 Learning Random Walk Models for Inducing Word Dependency Distributions Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng

ECML-PKDD 2003 Optimizing Local Probability Models for Statistical Parsing Kristina Toutanova, Mark Mitchell, Christopher D. Manning