Panupong Pasupat

According to our database, Panupong Pasupat authored at least 42 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?

Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu

CoRR, 2024

In-context Learning with Retrieved Demonstrations for Language Models: A Survey.

Man Luo, Xin Xu, Yue Liu, Panupong Pasupat, Mehran Kazemi

CoRR, 2024

Large Language Models as Analogical Reasoners.

Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions.

Anthony Chen, Panupong Pasupat, Sameer Singh, Hongrae Lee, Kelvin Guu

CoRR, 2023

Dr.ICL: Demonstration-Retrieved In-context Learning.

Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Seyed Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y. Zhao

CoRR, 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 Toutanova

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On Compositional Uncertainty Quantification for Seq2seq Graph Parsing.

Zi Lin, Du Phan, Panupong Pasupat, Jeremiah Zhe Liu, Jingbo Shang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty.

Zi Lin, Quan Yuan, Panupong Pasupat, Jeremiah Z. Liu, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

RARR: Researching and Revising What Language Models Say, Using Language Models.

Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Y. Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Attributed Text Generation via Post-hoc Research and Revision.

Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Y. Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu

CoRR, 2022

Improving Compositional Generalization with Latent Structure and Data Augmentation.

Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing.

Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Meta-Learning Fast Weight Language Models.

Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey E. Hinton, Mohammad Norouzi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing.

Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations.

Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang

CoRR, 2021

Few-shot Intent Classification and Slot Filling with Retrieved Examples.

Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Controllable Semantic Parsing via Retrieval Augmentation.

Panupong Pasupat, Yuan Zhang, Kelvin Guu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Graph-Based Decoding for Task Oriented Semantic Parsing.

Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?

Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining.

Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat, Yuan Zhang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Learning Abstract Models for Strategic Exploration and Fast Reward Transfer.

Evan Zheran Liu, Ramtin Keramati, Sudarshan Seshadri, Kelvin Guu, Panupong Pasupat, Emma Brunskill, Percy Liang

CoRR, 2020

REALM: Retrieval-Augmented Language Model Pre-Training.

Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang

CoRR, 2020

Retrieval Augmented Language Model Pre-Training.

Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Natural language interfaces for semi-structured web pages.

Panupong Pasupat

PhD thesis, 2019

Improving Semantic Parsing for Task Oriented Dialog.

Arash Einolghozati, Panupong Pasupat, Sonal Gupta, Rushin Shah, Mrinal Mohit, Mike Lewis, Luke Zettlemoyer

CoRR, 2019

SPoC: Search-based Pseudocode to Code.

Sumith Kulal, Panupong Pasupat, Kartik Chandra, Mina Lee, Oded Padon, Alex Aiken, Percy Liang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog.

Panupong Pasupat, Sonal Gupta, Karishma Mandyam, Rushin Shah, Mike Lewis, Luke Zettlemoyer

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration.

Evan Zheran Liu, Kelvin Guu, Panupong Pasupat, Tianlin Shi, Percy Liang

Proceedings of the 6th International Conference on Learning Representations, 2018

Mapping natural language commands to web elements.

Panupong Pasupat, Tian-Shun Jiang, Evan Zheran Liu, Kelvin Guu, Percy Liang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Macro Grammars and Holistic Triggering for Efficient Semantic Parsing.

Yuchen Zhang, Panupong Pasupat, Percy Liang

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood.

Kelvin Guu, Panupong Pasupat, Evan Zheran Liu, Percy Liang

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Inferring Logical Forms From Denotations.

Panupong Pasupat, Percy Liang

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Simpler Context-Dependent Logical Forms via Model Projections.

Reginald Long, Panupong Pasupat, Percy Liang

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Bootstrapped Self Training for Knowledge Base Population.

Gabor Angeli, Victor Zhong, Danqi Chen, Arun Tejasvi Chaganty, Jason Bolton, Melvin Jose Johnson Premkumar, Panupong Pasupat, Sonal Gupta, Christopher D. Manning

Proceedings of the 2015 Text Analysis Conference, 2015

Unsupervised relation detection using automatic alignment of query patterns extracted from knowledge graphs and query click logs.

Panupong Pasupat, Dilek Hakkani-Tür

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Compositional Semantic Parsing on Semi-Structured Tables.

Panupong Pasupat, Percy Liang

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems.

Asli Celikyilmaz, Dilek Hakkani-Tür, Panupong Pasupat, Ruhi Sarikaya

Proceedings of the 2015 AAAI Spring Symposia, 2015

2014

Zero-shot Entity Extraction from Web Pages.

Panupong Pasupat, Percy Liang

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Asgard: A portable architecture for multilingual dialogue systems.

Jingjing Liu, Panupong Pasupat, Scott Cyphers, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2013

Query understanding enhanced by hierarchical parsing structures.

Jingjing Liu, Panupong Pasupat, Yining Wang, Scott Cyphers, James R. Glass

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Automating Crowd-supervised Learning for Spoken Language Systems.

Ian McGraw, Scott Cyphers, Panupong Pasupat, Jingjing Liu, James R. Glass

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A Conversational Movie Search System Based on Conditional Random Fields.

Jingjing Liu, Scott Cyphers, Panupong Pasupat, Ian McGraw, James R. Glass

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012