Kenton Lee

84 papers A* 15C 1Journal 45Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Effective Reasoning Chains Reduce Intrinsic Dimensionality.
CoRR
Archiki Prasad, Mandar Joshi, Kenton Lee, Mohit Bansal, Peter Shaw
2025 J jnl
ALTA: Compiler-Based Analysis of Transformers.
Trans. Mach. Learn. Res.
Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova
2024 J jnl
ALTA: Compiler-Based Analysis of Transformers.
CoRR
Peter Shaw, James Cohan, Jacob Eisenstein, Kenton Lee, Jonathan Berant, Kristina Toutanova
2024 A* conf
BAGEL: Bootstrapping Agents by Guiding Exploration with Language.
ICML
Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee
2024 J jnl
BAGEL: Bootstrapping Agents by Guiding Exploration with Language.
CoRR
Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee
2024 A* conf
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.
ICML
Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang
2024 J jnl
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.
CoRR
Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang
2024 A* conf
On Scaling Up a Multilingual Vision and Language Model.
CVPR
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, A. J. 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
2023 J jnl
Anchor Prediction: Automatic Refinement of Internet Links.
CoRR
Nelson F. Liu, Kenton Lee, Kristina Toutanova
2023 A* conf
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference.
NeurIPS
Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Y. Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang
2023 J jnl
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference.
CoRR
Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Y. Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang
2023 — conf
DePlot: One-shot visual language reasoning by plot-to-table translation.
ACL (Findings)
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
2023 A* conf
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.
NeurIPS
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
2023 J jnl
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.
CoRR
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
2023 — conf
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering.
ACL (1)
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos
2023 A* conf
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities.
ICCV
Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang
2023 J jnl
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities.
CoRR
Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang
2023 J jnl
PaLI-X: On Scaling up a Multilingual Vision and Language Model.
CoRR
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, A. J. 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
2023 A* conf
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.
ICML
Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2023 — conf
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.
ACL (1)
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2023 J jnl
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.
CoRR
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2022 J jnl
DePlot: One-shot visual language reasoning by plot-to-table translation.
CoRR
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
2022 — conf
Entity-Centric Query Refinement.
AKBC
David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova
2022 J jnl
Generating recommendations for entity-oriented exploratory search.
CoRR
David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova
2022 J jnl
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering.
CoRR
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel H. Collier, Julian Martin Eisenschlos
2022 J jnl
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.
CoRR
Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
2021 — conf
Joint Passage Ranking for Diverse Multi-Answer Retrieval.
EMNLP (1)
Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi
2021 J jnl
Joint Passage Ranking for Diverse Multi-Answer Retrieval.
CoRR
Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi
2021 J jnl
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.
CoRR
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih
2021 J jnl
Neural Data Augmentation via Example Extrapolation.
CoRR
Kenton Lee, Kelvin Guu, Luheng He, Tim Dozat, Hyung Won Chung
2021 J jnl
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer.
CoRR
Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova
2021 — conf
XOR QA: Cross-lingual Open-Retrieval Question Answering.
NAACL-HLT
Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi
2020 J jnl
CapWAP: Captioning with a Purpose.
CoRR
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay
2020 — conf
CapWAP: Image Captioning with a Purpose.
EMNLP (1)
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay
2020 J jnl
Contextualized Representations Using Textual Encyclopedic Knowledge.
CoRR
Mandar Joshi, Kenton Lee, Yi Luan, Kristina Toutanova
2020 A* conf
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing.
ACL
Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee
2020 — conf
High Performance Natural Language Processing.
EMNLP (Tutorial Abstracts)
Gabriel Ilharco, Cesar Ilharco, Iulia Turc, Tim Dettmers, Felipe Ferreira, Kenton Lee
2020 — conf
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.
NeurIPS (Competition and Demos)
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih
2020 A* conf
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering.
ACL
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2020 J jnl
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering.
CoRR
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2020 J jnl
REALM: Retrieval-Augmented Language Model Pre-Training.
CoRR
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
2020 A* conf
Retrieval Augmented Language Model Pre-Training.
ICML
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
2020 J jnl
XOR QA: Cross-lingual Open-Retrieval Question Answering.
CoRR
Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi
2019 J jnl
A BERT Baseline for the Natural Questions.
CoRR
Chris Alberti, Kenton Lee, Michael Collins
2019 — conf
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
NAACL-HLT (1)
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2019 — conf
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.
NAACL-HLT (1)
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
2019 J jnl
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.
CoRR
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
2019 — conf
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension.
EMNLP/IJCNLP (1)
Daniel Andor, Luheng He, Kenton Lee, Emily Pitler
2019 J jnl
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension.
CoRR
Daniel Andor, Luheng He, Kenton Lee, Emily Pitler
2019 J jnl
Language Model Pre-training for Hierarchical Document Representations.
CoRR
Ming-Wei Chang, Kristina Toutanova, Kenton Lee, Jacob Devlin
2019 — conf
Latent Retrieval for Weakly Supervised Open Domain Question Answering.
ACL (1)
Kenton Lee, Ming-Wei Chang, Kristina Toutanova
2019 J jnl
Latent Retrieval for Weakly Supervised Open Domain Question Answering.
CoRR
Kenton Lee, Ming-Wei Chang, Kristina Toutanova
2019 J jnl
Natural Questions: a Benchmark for Question Answering Research.
Trans. Assoc. Comput. Linguistics
Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur P. Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew M. Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov
2019 J jnl
Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation.
CoRR
Iulia Turc, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2019 — conf
Zero-Shot Entity Linking by Reading Entity Descriptions.
ACL (1)
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee
2019 J jnl
Zero-Shot Entity Linking by Reading Entity Descriptions.
CoRR
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee
2018 J jnl
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
CoRR
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
2018 — conf
Deep Contextualized Word Representations.
NAACL-HLT
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer
2018 J jnl
Deep contextualized word representations.
CoRR
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer
2018 — conf
Higher-Order Coreference Resolution with Coarse-to-Fine Inference.
NAACL-HLT (2)
Kenton Lee, Luheng He, Luke Zettlemoyer
2018 J jnl
Higher-order Coreference Resolution with Coarse-to-fine Inference.
CoRR
Kenton Lee, Luheng He, Luke Zettlemoyer
2018 J jnl
Improving Span-based Question Answering Systems with Coarsely Labeled Data.
CoRR
Hao Cheng, Ming-Wei Chang, Kenton Lee, Ankur P. Parikh, Michael Collins, Kristina Toutanova
2018 — conf
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling.
ACL (2)
Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer
2018 J jnl
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling.
CoRR
Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer
2018 — conf
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum.
ACL (2)
Omer Levy, Kenton Lee, Nicholas FitzGerald, Luke Zettlemoyer
2018 J jnl
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum.
CoRR
Omer Levy, Kenton Lee, Nicholas FitzGerald, Luke Zettlemoyer
2018 A* conf
Syntactic Scaffolds for Semantic Structures.
EMNLP
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith
2018 J jnl
Syntactic Scaffolds for Semantic Structures.
CoRR
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith
2017 — conf
Deep Semantic Role Labeling: What Works and What's Next.
ACL (1)
Luheng He, Kenton Lee, Mike Lewis, Luke Zettlemoyer
2017 A* conf
End-to-end Neural Coreference Resolution.
EMNLP
Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer
2017 J jnl
End-to-end Neural Coreference Resolution.
CoRR
Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer
2017 J jnl
Recurrent Additive Networks.
CoRR
Kenton Lee, Omer Levy, Luke Zettlemoyer
2017 — —
Span-based Neural Structured Prediction.
Kenton Lee
2016 A* conf
Global Neural CCG Parsing with Optimality Guarantees.
EMNLP
Kenton Lee, Mike Lewis, Luke Zettlemoyer
2016 J jnl
Global Neural CCG Parsing with Optimality Guarantees.
CoRR
Kenton Lee, Mike Lewis, Luke Zettlemoyer
2016 — conf
LSTM CCG Parsing.
HLT-NAACL
Mike Lewis, Kenton Lee, Luke Zettlemoyer
2016 J jnl
Learning Recurrent Span Representations for Extractive Question Answering.
CoRR
Kenton Lee, Tom Kwiatkowski, Ankur P. Parikh, Dipanjan Das
2015 A* conf
Broad-coverage CCG Semantic Parsing with AMR.
EMNLP
Yoav Artzi, Kenton Lee, Luke Zettlemoyer
2015 A* conf
Event Detection and Factuality Assessment with Non-Expert Supervision.
EMNLP
Kenton Lee, Yoav Artzi, Yejin Choi, Luke Zettlemoyer
2014 — conf
Context-dependent Semantic Parsing for Time Expressions.
ACL (1)
Kenton Lee, Yoav Artzi, Jesse Dodge, Luke Zettlemoyer
2014 J jnl
Landsat 8 Operational Land Imager On-Orbit Geometric Calibration and Performance.
Remote. Sens.
James C. Storey, Michael J. Choate, Kenton Lee
2014 — conf
Programming by Demonstration with Situated Semantic Parsing.
AAAI Fall Symposia
Yoav Artzi, Maxwell Forbes, Kenton Lee, Maya Cakmak
2014 J jnl
The Spectral Response of the Landsat-8 Operational Land Imager.
Remote. Sens.
Julia A. Barsi, Kenton Lee, Geir Kvaran, Brian L. Markham, Jeffrey A. Pedelty
2012 C conf
The Landsat Data Continuity Mission Operational Land Imager (OLI) sensor.
IGARSS
Brian L. Markham, Edward J. Knight, Brent Canova, Eric Donley, Geir Kvaran, Kenton Lee, Julia A. Barsi, Jeffrey A. Pedelty, Philip W. Dabney, James R. Irons