Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders

Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier. Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders. In Anna Rogers, Iacer Calixto, Ivan Vulic, Naomi Saphra, Nora Kassner, Oana-Maria Camburu, Trapit Bansal, Vered Shwartz, editors, Proceedings of the 6th Workshop on Representation Learning for NLP, RepL4NLP@ACL-IJCNLP 2021, Online, August 6, 2021. pages 34-46, Association for Computational Linguistics, 2021. [doi]

Abstract

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