What is Semantic Similarity? Definition of Semantic Similarity: A concept whereby a set of documents or terms within term lists are assigned a metric based on the likeness of their meaning/semantic content. ( Wikipedia, 2012e ).
Recently we have been doing some experiments to cluster semantically similar messages, by leveraging pre-trained models so we can get something off the ground using no labelled data. Task here is…
P. Szmeja, M. Ganzha, M. Paprzycki, и W. Pawlowski. Advances in Data Analysis with Computational Intelligence Methods, том 738 из Studies in Computational Intelligence, стр. 87-125. Springer, (2018)
D. Ramage, A. Rafferty, и C. Manning. Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing, стр. 23--31. Stroudsburg, PA, USA, Association for Computational Linguistics, (2009)
J. Wang, Z. Ding, и C. Jiang. Proceedings of the IEEE Asia-Pacific Conference on Services Computing (APSCC), стр. 617--620. Washington, DC, USA, IEEE Computer Society, (2006)
L. Wang, Z. Cao, G. de Melo, и Z. Liu. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1, стр. 1298--1307. (2016)
P. Szmeja, M. Ganzha, M. Paprzycki, и W. Pawlowski. Advances in Data Analysis with Computational Intelligence Methods, том 738 из Studies in Computational Intelligence, стр. 87-125. Springer, (2018)
M. Artetxe, G. Labaka, I. Lopez-Gazpio, и E. Agirre. Proceedings of the 22nd Conference on Computational Natural Language Learning, стр. 282--291. Association for Computational Linguistics, (2018)