UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md Arafat Sultan, Christopher Potts
Abstract
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md Sultan, Christopher Potts. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. 2023.
Topics & Concepts
Adaptation (eye)Computer scienceDomain adaptationDistillationDomain (mathematical analysis)Artificial intelligenceCognitive sciencePsychologyChemistryMathematicsChromatographyNeuroscienceMathematical analysisClassifier (UML)Topic ModelingNatural Language Processing TechniquesSpeech Recognition and Synthesis