Panupong Pasupat

发表

Compositional Semantic Parsing on Semi-Structured Tables pdf

Percy Liang, Panupong Pasupat, Percy Liang, 2015, ACL.

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

Ming-Wei Chang, Kristina Toutanova, Panupong Pasupat, 2020, ACL.

Inferring Logical Forms From Denotations pdf

Percy Liang, Panupong Pasupat, Percy Liang, 2016, ACL.

Hierarchy-Driven Exploration for Reinforcement Learning

Percy Liang, E. Liu, Emma Brunskill, 2018 .

Learning Abstract Models for Long-Horizon Exploration

Emma Brunskill, Percy Liang, Panupong Pasupat, 2018 .

Crowd-supervised Learning for Spoken Language Systems

James R. Glass, Ian McGraw, Panupong Pasupat, 2012 .

Attributed Text Generation via Post-hoc Research and Revision

Arun Tejasvi Chaganty, N. Lao, Zhuyun Dai, 2022, ArXiv.

Improving Compositional Generalization with Latent Structure and Data Augmentation

Pawel Krzysztof Nowak, Kristina Toutanova, Fei Sha, 2021, NAACL.

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

Kristina Toutanova, Fei Sha, Emily Pitler, 2022, EMNLP.

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

Arun Tejasvi Chaganty, N. Lao, Zhuyun Dai, 2022, 2210.08726.

Meta-Learning Fast Weight Language Models

Ming-Wei Chang, Mohammad Norouzi, G. Hinton, 2022, EMNLP.

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

Kristina Toutanova, Fei Sha, Emily Pitler, 2022, ArXiv.

REALM: Retrieval-Augmented Language Model Pre-Training pdf

Ming-Wei Chang, Kenton Lee, Panupong Pasupat, 2020, ICML.

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

Michiel de Jong, Fei Sha, Sumit K. Sanghai, 2022, COLING.

Automating Crowd-supervised Learning for Spoken Language Systems

James R. Glass, Ian McGraw, Jingjing Liu, 2012, INTERSPEECH.

A Conversational Movie Search System Based on Conditional Random Fields

James R. Glass, Ian McGraw, Jingjing Liu, 2012, INTERSPEECH.

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

Ming-Wei Chang, Peter Shaw, Panupong Pasupat, 2021, ArXiv.

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

Ming-Wei Chang, Kristina Toutanova, Panupong Pasupat, 2020, ACL.

Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog

Luke Zettlemoyer, Panupong Pasupat, Sonal Gupta, 2019, EMNLP.

SPoC: Search-based Pseudocode to Code

Percy Liang, Oded Padon, Alex Aiken, 2019, NeurIPS.

Asgard: A portable architecture for multilingual dialogue systems

James R. Glass, Jingjing Liu, D. Scott Cyphers, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration pdf

Percy Liang, Panupong Pasupat, Tianlin Shi, 2018, ICLR.

Retrieval Augmented Language Model Pre-Training

Ming-Wei Chang, Kenton Lee, Panupong Pasupat, 2020, ICML.

Few-shot Intent Classification and Slot Filling with Retrieved Examples

Xinya Du, Luheng He, Panupong Pasupat, 2021, NAACL.

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

Percy Liang, Panupong Pasupat, Evan Zheran Liu, 2017, ACL.

Controllable Semantic Parsing via Retrieval Augmentation

Yuan Zhang, Kelvin Guu, Panupong Pasupat, 2021, EMNLP.

Zero-shot Entity Extraction from Web Pages

Percy Liang, Panupong Pasupat, Percy Liang, 2014, ACL.

Macro Grammars and Holistic Triggering for Efficient Semantic Parsing

Yuchen Zhang, Percy Liang, Panupong Pasupat, 2017, EMNLP.

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

Luheng He, Panupong Pasupat, Yuan Zhang, 2021, ACL.

Simpler Context-Dependent Logical Forms via Model Projections pdf

Percy Liang, Reginald Long, Panupong Pasupat, 2016, ACL.

Mapping natural language commands to web elements

Percy Liang, Tian-Shun Jiang, Panupong Pasupat, 2018, EMNLP.

Graph-Based Decoding for Task Oriented Semantic Parsing

Jeremy R. Cole, Luheng He, Panupong Pasupat, 2021, EMNLP.

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

Kristina Toutanova, Jonathan Berant, Urvashi Khandelwal, 2023, ArXiv.

Dr.ICL: Demonstration-Retrieved In-context Learning

Zhuyun Dai, Panupong Pasupat, Chitta Baral, 2023, ArXiv.

Query understanding enhanced by hierarchical parsing structures

James R. Glass, Jingjing Liu, Yining Wang, 2013, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding.

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

Arun Tejasvi Chaganty, N. Lao, Zhuyun Dai, 2022, ACL.

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

Kelvin Guu, Panupong Pasupat, Anthony Chen, 2023, ArXiv.

Improving Semantic Parsing for Task Oriented Dialog pdf

Luke S. Zettlemoyer, Arash Einolghozati, Sonal Gupta, 2019, ArXiv.

Learning Abstract Models for Strategic Exploration and Fast Reward Transfer pdf

Percy Liang, Emma Brunskill, Panupong Pasupat, 2020, ArXiv.

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

Dilek Z. Hakkani-Tür, Ruhi Sarikaya, Asli Çelikyilmaz, 2015, AAAI Spring Symposia.

On Compositional Uncertainty Quantification for Seq2seq Graph Parsing

Jingbo Shang, Panupong Pasupat, Zi Lin, 2023, ICLR.

Large Language Models as Analogical Reasoners

J. Leskovec, Michihiro Yasunaga, Panupong Pasupat, 2023, ArXiv.

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

Panupong Pasupat, Mehran Kazemi, an Luo, 2024, ArXiv.