Panupong Pasupat

According to our database1, Panupong Pasupat authored at least 42 papers between 2012 and 2024.

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Bibliography

2024
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
CoRR, 2024

In-context Learning with Retrieved Demonstrations for Language Models: A Survey.
CoRR, 2024

Large Language Models as Analogical Reasoners.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
PURR: Efficiently Editing Language Model Hallucinations by Denoising Language Model Corruptions.
CoRR, 2023

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

On Compositional Uncertainty Quantification for Seq2seq Graph Parsing.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Retrieval-Augmented Parsing for Complex Graphs by Exploiting Structure and Uncertainty.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

RARR: Researching and Revising What Language Models Say, Using Language Models.
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.
CoRR, 2022

Improving Compositional Generalization with Latent Structure and Data Augmentation.
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.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Meta-Learning Fast Weight Language Models.
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.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations.
CoRR, 2021

Few-shot Intent Classification and Slot Filling with Retrieved Examples.
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.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Graph-Based Decoding for Task Oriented Semantic Parsing.
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?
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.
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.
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

2019
Natural language interfaces for semi-structured web pages.
PhD thesis, 2019

Improving Semantic Parsing for Task Oriented Dialog.
CoRR, 2019

SPoC: Search-based Pseudocode to Code.
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.
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.
Proceedings of the 6th International Conference on Learning Representations, 2018

Mapping natural language commands to web elements.
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.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Inferring Logical Forms From Denotations.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Simpler Context-Dependent Logical Forms via Model Projections.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Bootstrapped Self Training for Knowledge Base Population.
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.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Compositional Semantic Parsing on Semi-Structured Tables.
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.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Zero-shot Entity Extraction from Web Pages.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Asgard: A portable architecture for multilingual dialogue systems.
Proceedings of the IEEE International Conference on Acoustics, 2013

Query understanding enhanced by hierarchical parsing structures.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Automating Crowd-supervised Learning for Spoken Language Systems.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A Conversational Movie Search System Based on Conditional Random Fields.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012


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