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Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space
Proceedings of the AAAI Conference on Artificial Intelligence, 2014The conventional statistical machine translation (SMT) methods perform the decoding process by compositing a set of the translation rules which are associated with high probabilities. However, the probabilities of the translation rules are calculated only according to the cooccurrence statistics in the bilingual corpus rather than the ...
Jiajun Zhang 0001 +4 more
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The Real Problem of Bridging the “Semantic Gap”
2007The "semantic gap" is a well-know problem in multimedia. The challenge is to accurately classify and effectively search multimedia content from automatically extracted low-level audio-visual features. While much effort is focused on developing the best machine learning approaches, not enough attention is placed on the required semantic coverage and the
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Bridging the Syntax-Semantics Gap of Programming
Proceedings of the 2022 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, 2022Theo B. Weidmann +2 more
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Bridging the Gap Between Semantic and Pragmatic.
2003No ...
Mathieu, Philippe +2 more
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Using Relevance Feedback to Bridge the Semantic Gap
2006In this article relevant developments in relevance feedback based image annotation and retrieval are reported. A new approach to infer semantic concepts representing meaningful objects in images is also described. The proposed technique combines user relevance feedback and underlying low-level properties of elementary building blocks making up semantic
Ebroul Izquierdo, Divna Djordjevic
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The internal observer and the semantic gap
Neurocomputing, 2009José Mira Mira +1 more
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Semantic-gap-oriented feature selection in hierarchical classification learning
Information Sciences, 2023Haoyang Liu, Yaojin Lin, Jinkun Chen
exaly
A comprehensive survey on the reduction of the semantic gap in content-based image retrieval
International Journal of Applied Pattern Recognition, 2021Jayant Jagtap
exaly
Bridging Semantic Gaps for Language-Supervised Semantic Segmentation.
CoRR, 2023Yun Xing 0001 +5 more
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