Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization

Rui Yan, Xiang Li, Mengwen Liu, Xiaohua Hu. Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers. pages 623-629, The Association for Computer Linguistics, 2015. [doi]

Abstract

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