Panupong Pasupat

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 49

Top Topics

Graphical User Interfaces

Semantic Parsing

Intermediate Representations

Top Venues

Publications

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
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? CoRR (2024)
Man Luo, Xin Xu, Yue Liu, Panupong Pasupat, Mehran Kazemi
In-context Learning with Retrieved Demonstrations for Language Models: A Survey. CoRR (2024)
Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou
Large Language Models as Analogical Reasoners. ICLR (2024)
Zi Lin, Du Phan, Panupong Pasupat, Jeremiah Zhe Liu, Jingbo Shang
On Compositional Uncertainty Quantification for Seq2seq Graph Parsing. ICLR (2023)
Michihiro Yasunaga, Xinyun Chen, Yujia Li, Panupong Pasupat, Jure Leskovec, Percy Liang, Ed H. Chi, Denny Zhou
Large Language Models as Analogical Reasoners. CoRR (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)
Anthony Chen, Panupong Pasupat, Sameer Singh, Hongrae Lee, Kelvin Guu
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions. CoRR (2023)
Zi Lin, Quan Yuan, Panupong Pasupat, Jeremiah Z. Liu, Jingbo Shang
Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty. EMNLP (Findings) (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)
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
RARR: Researching and Revising What Language Models Say, Using Language Models. ACL (1) (2023)
Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Seyed Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y. Zhao
Dr.ICL: Demonstration-Retrieved In-context Learning. CoRR (2023)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
Improving Compositional Generalization with Latent Structure and Data Augmentation. NAACL-HLT (2022)
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
Attributed Text Generation via Post-hoc Research and Revision. CoRR (2022)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. EMNLP (2022)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. CoRR (2022)
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing. COLING (2022)
Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey E. Hinton, Mohammad Norouzi
Meta-Learning Fast Weight Language Models. EMNLP (2022)
Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey E. Hinton, Mohammad Norouzi
Meta-Learning Fast Weight Language Models. CoRR (2022)
Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing. CoRR (2022)
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li
Few-shot Intent Classification and Slot Filling with Retrieved Examples. NAACL-HLT (2021)
Panupong Pasupat, Yuan Zhang, Kelvin Guu
Controllable Semantic Parsing via Retrieval Augmentation. EMNLP (1) (2021)
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations. CoRR (2021)
Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat, Yuan Zhang
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining. ACL/IJCNLP (2) (2021)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Pawel Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova
Improving Compositional Generalization with Latent Structure and Data Augmentation. CoRR (2021)
Panupong Pasupat, Yuan Zhang, Kelvin Guu
Controllable Semantic Parsing via Retrieval Augmentation. CoRR (2021)
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL/IJCNLP (1) (2021)
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li
Few-shot Intent Classification and Slot Filling with Retrieved Examples. CoRR (2021)
Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw
Graph-Based Decoding for Task Oriented Semantic Parsing. CoRR (2021)
Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw
Graph-Based Decoding for Task Oriented Semantic Parsing. EMNLP (Findings) (2021)
Evan Zheran Liu, Ramtin Keramati, Sudarshan Seshadri, Kelvin Guu, Panupong Pasupat, Emma Brunskill, Percy Liang
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer. CoRR (2020)
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
REALM: Retrieval-Augmented Language Model Pre-Training. CoRR (2020)
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? CoRR (2020)
Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
Retrieval Augmented Language Model Pre-Training. ICML (2020)
Panupong Pasupat, Sonal Gupta, Karishma Mandyam, Rushin Shah, Mike Lewis, Luke Zettlemoyer
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog. EMNLP/IJCNLP (1) (2019)
Sumith Kulal, Panupong Pasupat, Kartik Chandra, Mina Lee, Oded Padon, Alex Aiken, Percy Liang
SPoC: Search-based Pseudocode to Code. CoRR (2019)
Arash Einolghozati, Panupong Pasupat, Sonal Gupta, Rushin Shah, Mrinal Mohit, Mike Lewis, Luke Zettlemoyer
Improving Semantic Parsing for Task Oriented Dialog. CoRR (2019)
Sumith Kulal, Panupong Pasupat, Kartik Chandra, Mina Lee, Oded Padon, Alex Aiken, Percy Liang
SPoC: Search-based Pseudocode to Code. NeurIPS (2019)
Panupong Pasupat, Tian-Shun Jiang, Evan Zheran Liu, Kelvin Guu, Percy Liang
Mapping natural language commands to web elements. EMNLP (2018)
Panupong Pasupat, Tian-Shun Jiang, Evan Zheran Liu, Kelvin Guu, Percy Liang
Mapping Natural Language Commands to Web Elements. CoRR (2018)
Evan Zheran Liu, Kelvin Guu, Panupong Pasupat, Tianlin Shi, Percy Liang
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration. CoRR (2018)
Evan Zheran Liu, Kelvin Guu, Panupong Pasupat, Tianlin Shi, Percy Liang
Reinforcement Learning on Web Interfaces using Workflow-Guided Exploration. ICLR (Poster) (2018)
Kelvin Guu, Panupong Pasupat, Evan Zheran Liu, Percy Liang
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood. CoRR (2017)
Kelvin Guu, Panupong Pasupat, Evan Zheran Liu, Percy Liang
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood. ACL (1) (2017)
Yuchen Zhang, Panupong Pasupat, Percy Liang
Macro Grammars and Holistic Triggering for Efficient Semantic Parsing. CoRR (2017)
Yuchen Zhang, Panupong Pasupat, Percy Liang
Macro Grammars and Holistic Triggering for Efficient Semantic Parsing. EMNLP (2017)
Panupong Pasupat, Percy Liang
Inferring Logical Forms From Denotations. ACL (1) (2016)
Reginald Long, Panupong Pasupat, Percy Liang
Simpler Context-Dependent Logical Forms via Model Projections. ACL (1) (2016)
Panupong Pasupat, Percy Liang
Inferring Logical Forms From Denotations. CoRR (2016)
Reginald Long, Panupong Pasupat, Percy Liang
Simpler Context-Dependent Logical Forms via Model Projections. CoRR (2016)
Asli Celikyilmaz, Dilek Hakkani-Tür, Panupong Pasupat, Ruhi Sarikaya
Enriching Word Embeddings Using Knowledge Graph for Semantic Tagging in Conversational Dialog Systems. AAAI Spring Symposia (2015)
Panupong Pasupat, Percy Liang
Compositional Semantic Parsing on Semi-Structured Tables. ACL (1) (2015)
Panupong Pasupat, Percy Liang
Compositional Semantic Parsing on Semi-Structured Tables. CoRR (2015)
Panupong Pasupat, Dilek Hakkani-Tür
Unsupervised relation detection using automatic alignment of query patterns extracted from knowledge graphs and query click logs. INTERSPEECH (2015)
Gabor Angeli, Victor Zhong, Danqi Chen, Arun Tejasvi Chaganty, Jason Bolton, Melvin Jose Johnson Premkumar, Panupong Pasupat, Sonal Gupta, Christopher D. Manning
Bootstrapped Self Training for Knowledge Base Population. TAC (2015)
Panupong Pasupat, Percy Liang
Zero-shot Entity Extraction from Web Pages. ACL (1) (2014)
Jingjing Liu, Panupong Pasupat, Scott Cyphers, James R. Glass
Asgard: A portable architecture for multilingual dialogue systems. ICASSP (2013)
Jingjing Liu, Panupong Pasupat, Yining Wang, Scott Cyphers, James R. Glass
Query understanding enhanced by hierarchical parsing structures. ASRU (2013)
Jingjing Liu, Scott Cyphers, Panupong Pasupat, Ian McGraw, James R. Glass
A Conversational Movie Search System Based on Conditional Random Fields. INTERSPEECH (2012)
Ian McGraw, Scott Cyphers, Panupong Pasupat, Jingjing Liu, James R. Glass
Automating Crowd-supervised Learning for Spoken Language Systems. INTERSPEECH (2012)