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Image classification with symbolic hints using limited resources. [PDF]
Jørgensen MG, Tětková L, Hansen LK.
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A few-shot high-resolution remote sensing image semantic segmentation method. [PDF]
Jiang HL +10 more
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Revealing emergent human-like conceptual representations from language prediction. [PDF]
Xu N +6 more
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Multimodal tag synset induction
7th International Symposium on Advances in Electrical, Electronics, and Computer Engineering, 2022Menghan Xu, Fangxiang Feng
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Synset expansion on translation graph for automatic wordnet construction
Abstract Research on clustering algorithms in synonymy graphs of a single language yields promising results, however, this idea is not yet explored in a multilingual setting. Nevertheless, moving the problem to a multilingual translation graph enables the use of more clues and techniques not possible in a monolingual synonymy graph.
Gönenç Ercan, Farid Haziyev
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Multi-Modal Word Synset Induction
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017A 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.
Jesse Thomason
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Towards Interval Version of Fuzzy Synsets
2016WordNet-like Lexical Databases (WLDs) group English words into synsets, being utilized in several text mining applications. Synsets were also open to criticism, because while synset members (wordsenses) are, in practice, considered as compeers, yet in theory not all of them represent the synset meaning with a same degree.
Sayyed-Ali Hossayni +6 more
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Semantic Map Model and Construction of Synset
Advanced Materials Research, 2013Language Information Processing has to achieve the goal of automated label of word meaning. To realizing this aim one of the chief tasks is construction of synonym synset. Functional synonym is faced with two big problems: scientific description and construction of synset.
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Dimentional sentiment analysis by synsets and sense definitions
2016 International Conference on Asian Language Processing (IALP), 2016This paper proposed several approaches to predict sentiment feature values by information provided in semantic resources. The rating of a sentiment feature of a target word was predicted by weighted averaging of similar words in WordNet or Cilin whose sets of senses greatly overlapped with the sense set of the target.
Chuan-Jie Lin, Hao-Tsung Chang
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