KALA: Knowledge-Augmented Language Model Adaptation
Minki Kang, Jinheon Baek, Sung Ju Hwang
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies33 citationsDOIOpen Access PDF
Abstract
Pre-trained language models (PLMs) have achieved remarkable success on various natural language understanding tasks.
Topics & Concepts
Computer scienceForgettingDomain knowledgeArtificial intelligenceAdaptation (eye)Language modelTask (project management)Domain adaptationDomain (mathematical analysis)Natural languageMachine learningQuestion answeringNatural language processingOpticsManagementMathematicsClassifier (UML)Mathematical analysisPhysicsPhilosophyEconomicsLinguisticsTopic ModelingNatural Language Processing TechniquesText Readability and Simplification