Lee, Kenton

12 publications

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

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

ICML 2024 BAGEL: Bootstrapping Agents by Guiding Exploration with Language Shikhar Murty, Christopher D Manning, Peter Shaw, Mandar Joshi, Kenton Lee

ICML 2024 MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang

CVPR 2024 On Scaling up a Multilingual Vision and Language Model Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, Aj Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

NeurIPS 2023 Conditional Adapters: Parameter-Efficient Transfer Learning with Fast Inference Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang

NeurIPS 2023 From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina N Toutanova

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

ICML 2020 Retrieval Augmented Language Model Pre-Training Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Mingwei Chang

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

ICLR 2018 Deep Contextualized Word Representations Matthew E Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer