Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He
Abstract
Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.
Topics & Concepts
ZhàngWord (group theory)Artificial intelligenceWord embeddingComputer scienceNatural language processingEmbeddingComputational linguisticsLanguage modelBinVulnerability (computing)LinguisticsHistoryPhilosophyProgramming languageChinaArchaeologyComputer securityTopic ModelingNatural Language Processing TechniquesComputational and Text Analysis Methods