Kenton Lee

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 70

Top Topics

Semantic Role Labeling

Semantic Parsing

Exploratory Search

Top Venues

Publications

Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions. CoRR (2024)
Shikhar Murty, Christopher D. Manning, Peter Shaw, Mandar Joshi, Kenton Lee
BAGEL: Bootstrapping Agents by Guiding Exploration with Language. CoRR (2024)
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations. CoRR (2023)
Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities. ICCV (2023)
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces. NeurIPS (2023)
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
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference. CoRR (2023)
Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. ICML (2023)
Hexiang Hu, Yi Luan, Yang Chen, Urvashi Khandelwal, Mandar Joshi, Kenton Lee, Kristina Toutanova, Ming-Wei Chang
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities. CoRR (2023)
Nelson F. Liu, Kenton Lee, Kristina Toutanova
Anchor Prediction: Automatic Refinement of Internet Links. CoRR (2023)
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
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference. NeurIPS (2023)
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. ACL (1) (2023)
Peter Shaw, Mandar Joshi, James Cohan, Jonathan Berant, Panupong Pasupat, Hexiang Hu, Urvashi Khandelwal, Kenton Lee, Kristina Toutanova
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces. CoRR (2023)
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
PaLI-X: On Scaling up a Multilingual Vision and Language Model. CoRR (2023)
Chaitanya Malaviya, Peter Shaw, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations. ACL (1) (2023)
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
DePlot: One-shot visual language reasoning by plot-to-table translation. ACL (Findings) (2023)
David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova
Generating recommendations for entity-oriented exploratory search. CoRR (2022)
Kenton Lee, Mandar Joshi, Iulia Turc, Hexiang Hu, Fangyu Liu, Julian Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding. CoRR (2022)
Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel H. Collier, Julian Martin Eisenschlos
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering. CoRR (2022)
Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
DePlot: One-shot visual language reasoning by plot-to-table translation. CoRR (2022)
David Wadden, Nikita Gupta, Kenton Lee, Kristina Toutanova
Entity-Centric Query Refinement. AKBC (2022)
Iulia Turc, Kenton Lee, Jacob Eisenstein, Ming-Wei Chang, Kristina Toutanova
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer. CoRR (2021)
Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi
XOR QA: Cross-lingual Open-Retrieval Question Answering. NAACL-HLT (2021)
Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi
Joint Passage Ranking for Diverse Multi-Answer Retrieval. EMNLP (1) (2021)
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 S. H. 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
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned. CoRR (2021)
Kenton Lee, Kelvin Guu, Luheng He, Tim Dozat, Hyung Won Chung
Neural Data Augmentation via Example Extrapolation. CoRR (2021)
Sewon Min, Kenton Lee, Ming-Wei Chang, Kristina Toutanova, Hannaneh Hajishirzi
Joint Passage Ranking for Diverse Multi-Answer Retrieval. CoRR (2021)
Gabriel Ilharco, Cesar Ilharco, Iulia Turc, Tim Dettmers, Felipe Ferreira, Kenton Lee
High Performance Natural Language Processing. EMNLP (Tutorial Abstracts) (2020)
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering. CoRR (2020)
Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi
XOR QA: Cross-lingual Open-Retrieval Question Answering. CoRR (2020)
Mandar Joshi, Kenton Lee, Yi Luan, Kristina Toutanova
Contextualized Representations Using Textual Encyclopedic Knowledge. CoRR (2020)
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering. ACL (2020)
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay
CapWAP: Image Captioning with a Purpose. EMNLP (1) (2020)
Alane Suhr, Ming-Wei Chang, Peter Shaw, Kenton Lee
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing. ACL (2020)
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 S. H. 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
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned. NeurIPS (Competition and Demos) (2020)
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
REALM: Retrieval-Augmented Language Model Pre-Training. CoRR (2020)
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
Retrieval Augmented Language Model Pre-Training. ICML (2020)
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay
CapWAP: Captioning with a Purpose. CoRR (2020)
Chris Alberti, Kenton Lee, Michael Collins
A BERT Baseline for the Natural Questions. CoRR (2019)
Daniel Andor, Luheng He, Kenton Lee, Emily Pitler
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension. EMNLP/IJCNLP (1) (2019)
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions. NAACL-HLT (1) (2019)
Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, Kristina Toutanova
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions. CoRR (2019)
Kenton Lee, Ming-Wei Chang, Kristina Toutanova
Latent Retrieval for Weakly Supervised Open Domain Question Answering. CoRR (2019)
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
Natural Questions: a Benchmark for Question Answering Research. Trans. Assoc. Comput. Linguistics 7 (2019)
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee
Zero-Shot Entity Linking by Reading Entity Descriptions. ACL (1) (2019)
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. NAACL-HLT (1) (2019)
Ming-Wei Chang, Kristina Toutanova, Kenton Lee, Jacob Devlin
Language Model Pre-training for Hierarchical Document Representations. CoRR (2019)
Iulia Turc, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation. CoRR (2019)
Daniel Andor, Luheng He, Kenton Lee, Emily Pitler
Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension. CoRR (2019)
Kenton Lee, Ming-Wei Chang, Kristina Toutanova
Latent Retrieval for Weakly Supervised Open Domain Question Answering. ACL (1) (2019)
Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee
Zero-Shot Entity Linking by Reading Entity Descriptions. CoRR (2019)
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer
Deep Contextualized Word Representations. NAACL-HLT (2018)
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith
Syntactic Scaffolds for Semantic Structures. EMNLP (2018)
Kenton Lee, Luheng He, Luke Zettlemoyer
Higher-order Coreference Resolution with Coarse-to-fine Inference. CoRR (2018)
Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR (2018)
Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer
Deep contextualized word representations. CoRR (2018)
Omer Levy, Kenton Lee, Nicholas FitzGerald, Luke Zettlemoyer
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum. CoRR (2018)
Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling. CoRR (2018)
Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling. ACL (2) (2018)
Omer Levy, Kenton Lee, Nicholas FitzGerald, Luke Zettlemoyer
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum. ACL (2) (2018)
Swabha Swayamdipta, Sam Thomson, Kenton Lee, Luke Zettlemoyer, Chris Dyer, Noah A. Smith
Syntactic Scaffolds for Semantic Structures. CoRR (2018)
Hao Cheng, Ming-Wei Chang, Kenton Lee, Ankur P. Parikh, Michael Collins, Kristina Toutanova
Improving Span-based Question Answering Systems with Coarsely Labeled Data. CoRR (2018)
Kenton Lee, Luheng He, Luke Zettlemoyer
Higher-Order Coreference Resolution with Coarse-to-Fine Inference. NAACL-HLT (2) (2018)
Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer
End-to-end Neural Coreference Resolution. CoRR (2017)
Luheng He, Kenton Lee, Mike Lewis, Luke Zettlemoyer
Deep Semantic Role Labeling: What Works and What's Next. ACL (1) (2017)
Kenton Lee, Omer Levy, Luke Zettlemoyer
Recurrent Additive Networks. CoRR (2017)
Kenton Lee, Luheng He, Mike Lewis, Luke Zettlemoyer
End-to-end Neural Coreference Resolution. EMNLP (2017)
Kenton Lee, Mike Lewis, Luke Zettlemoyer
Global Neural CCG Parsing with Optimality Guarantees. CoRR (2016)
Kenton Lee, Mike Lewis, Luke Zettlemoyer
Global Neural CCG Parsing with Optimality Guarantees. EMNLP (2016)
Kenton Lee, Tom Kwiatkowski, Ankur P. Parikh, Dipanjan Das
Learning Recurrent Span Representations for Extractive Question Answering. CoRR (2016)
Mike Lewis, Kenton Lee, Luke Zettlemoyer
LSTM CCG Parsing. HLT-NAACL (2016)
Yoav Artzi, Kenton Lee, Luke Zettlemoyer
Broad-coverage CCG Semantic Parsing with AMR. EMNLP (2015)
Kenton Lee, Yoav Artzi, Yejin Choi, Luke Zettlemoyer
Event Detection and Factuality Assessment with Non-Expert Supervision. EMNLP (2015)
Yoav Artzi, Maxwell Forbes, Kenton Lee, Maya Cakmak
Programming by Demonstration with Situated Semantic Parsing. AAAI Fall Symposia (2014)
James C. Storey, Michael J. Choate, Kenton Lee
Landsat 8 Operational Land Imager On-Orbit Geometric Calibration and Performance. Remote. Sens. 6 (11) (2014)
Julia A. Barsi, Kenton Lee, Geir Kvaran, Brian L. Markham, Jeffrey A. Pedelty
The Spectral Response of the Landsat-8 Operational Land Imager. Remote. Sens. 6 (10) (2014)
Kenton Lee, Yoav Artzi, Jesse Dodge, Luke Zettlemoyer
Context-dependent Semantic Parsing for Time Expressions. ACL (1) (2014)
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
The Landsat Data Continuity Mission Operational Land Imager (OLI) sensor. IGARSS (2012)