SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lü, Rangan Majumder, Ji-Rong Wen, Nan Duan
Abstract
Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-rong Wen, Nan Duan. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track. 2022.
Topics & Concepts
Computer scienceNatural language processingSimple (philosophy)Artificial intelligenceSampling (signal processing)Information retrievalPhilosophyTelecommunicationsEpistemologyDetectorText and Document Classification TechnologiesTopic Modeling