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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, 2014
The 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
openaire   +1 more source

The Real Problem of Bridging the “Semantic Gap”

2007
The "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
openaire   +1 more source

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, 2022
Theo B. Weidmann   +2 more
openaire   +1 more source

Bridging the Gap Between Semantic and Pragmatic.

2003
No ...
Mathieu, Philippe   +2 more
openaire   +1 more source

Using Relevance Feedback to Bridge the Semantic Gap

2006
In 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
openaire   +1 more source

The internal observer and the semantic gap

Neurocomputing, 2009
José Mira Mira   +1 more
openaire   +1 more source

Semantic-gap-oriented feature selection in hierarchical classification learning

Information Sciences, 2023
Haoyang 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, 2021
Jayant Jagtap
exaly  

Bridging Semantic Gaps for Language-Supervised Semantic Segmentation.

CoRR, 2023
Yun Xing 0001   +5 more
openaire   +1 more source

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