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Constrained Language Models Yield Few-Shot Semantic Parsers

Richard Shin, Christopher Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme

2021Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing131 citationsDOIOpen Access PDF

Abstract

Richard Shin, Christopher Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2021.

Topics & Concepts

ParsingChenComputer scienceNatural language processingYield (engineering)Natural languageArtificial intelligenceShot (pellet)PhilosophyPhysicsChemistryThermodynamicsPaleontologyBiologyOrganic chemistryTopic ModelingNatural Language Processing TechniquesMultimodal Machine Learning Applications
Constrained Language Models Yield Few-Shot Semantic Parsers | Litcius