DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling
Jiecao Chen, Yang Liu, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh
Abstract
Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh. Findings of the Association for Computational Linguistics: EMNLP 2020. 2020.
Topics & Concepts
Computer scienceScalabilityInferenceDistillationTupleArtificial intelligenceMatching (statistics)Quality (philosophy)Scale (ratio)Machine learningNatural language processingDatabaseEpistemologyQuantum mechanicsPhilosophyStatisticsMathematicsDiscrete mathematicsOrganic chemistryChemistryPhysicsTopic ModelingNatural Language Processing TechniquesText and Document Classification Technologies