Kenton Lee

According to our database1, Kenton Lee authored at least 56 papers between 2012 and 2024.

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Bibliography

2024
BAGEL: Bootstrapping Agents by Guiding Exploration with Language.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.
Proceedings of the Forty-first International Conference on Machine Learning, 2024


2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model.
CoRR, 2023

Anchor Prediction: Automatic Refinement of Internet Links.
CoRR, 2023

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding.
Proceedings of the International Conference on Machine Learning, 2023

Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

DePlot: One-shot visual language reasoning by plot-to-table translation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Generating recommendations for entity-oriented exploratory search.
CoRR, 2022

Entity-Centric Query Refinement.
Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

2021
Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer.
CoRR, 2021

Neural Data Augmentation via Example Extrapolation.
CoRR, 2021

XOR QA: Cross-lingual Open-Retrieval Question Answering.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Joint Passage Ranking for Diverse Multi-Answer Retrieval.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
CapWAP: Captioning with a Purpose.
CoRR, 2020

Contextualized Representations Using Textual Encyclopedic Knowledge.
CoRR, 2020

REALM: Retrieval-Augmented Language Model Pre-Training.
CoRR, 2020


Retrieval Augmented Language Model Pre-Training.
Proceedings of the 37th International Conference on Machine Learning, 2020

High Performance Natural Language Processing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2020

CapWAP: Image Captioning with a Purpose.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Natural Questions: a Benchmark for Question Answering Research.
Trans. Assoc. Comput. Linguistics, 2019

Well-Read Students Learn Better: The Impact of Student Initialization on Knowledge Distillation.
CoRR, 2019

Language Model Pre-training for Hierarchical Document Representations.
CoRR, 2019

A BERT Baseline for the Natural Questions.
CoRR, 2019

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Zero-Shot Entity Linking by Reading Entity Descriptions.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Latent Retrieval for Weakly Supervised Open Domain Question Answering.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Improving Span-based Question Answering Systems with Coarsely Labeled Data.
CoRR, 2018

Deep Contextualized Word Representations.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Higher-Order Coreference Resolution with Coarse-to-Fine Inference.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Syntactic Scaffolds for Semantic Structures.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Span-based Neural Structured Prediction.
PhD thesis, 2017

Recurrent Additive Networks.
CoRR, 2017

End-to-end Neural Coreference Resolution.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Deep Semantic Role Labeling: What Works and What's Next.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Learning Recurrent Span Representations for Extractive Question Answering.
CoRR, 2016

LSTM CCG Parsing.
Proceedings of the NAACL HLT 2016, 2016

Global Neural CCG Parsing with Optimality Guarantees.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015
Event Detection and Factuality Assessment with Non-Expert Supervision.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Broad-coverage CCG Semantic Parsing with AMR.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014
Landsat 8 Operational Land Imager On-Orbit Geometric Calibration and Performance.
Remote. Sens., 2014

The Spectral Response of the Landsat-8 Operational Land Imager.
Remote. Sens., 2014

Context-dependent Semantic Parsing for Time Expressions.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Programming by Demonstration with Situated Semantic Parsing.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2012
The Landsat Data Continuity Mission Operational Land Imager (OLI) sensor.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012


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