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Multi-Modal Word Synset Induction
2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
A word in natural language can be polysemous, having multiple meanings, as well as synonymous, meaning the same thing as other words. Word sense induction attempts to find the senses of polysemous words. Synonymy detection attempts to find when two words are interchangeable. We combine these tasks, first inducing word senses and then detecting similar senses to form word-sense synonym sets (synsets) in an unsupervised fashion. Given pairs of images and text with noun phrase labels, we perform
doi:10.24963/ijcai.2017/575
dblp:conf/ijcai/ThomasonM17
fatcat:xea3e5jodramlfq5tchotqwxba