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ML
2010
ACM
124views Machine Learning» more  ML 2010»
15 years 4 months ago
Large scale image annotation: learning to rank with joint word-image embeddings
Image annotation datasets are becoming larger and larger, with tens of millions of images and tens of thousands of possible annotations. We propose a strongly performing method tha...
Jason Weston, Samy Bengio, Nicolas Usunier
SSIRI
2010
15 years 4 months ago
A Formal Framework for Mutation Testing
— Model-based approaches, especially based on directed graphs (DG), are becoming popular for mutation testing as they enable definition of simple, nevertheless powerful, mutation...
Fevzi Belli, Mutlu Beyazit
NAACL
2010
15 years 4 months ago
Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment
The quality of a statistical machine translation (SMT) system is heavily dependent upon the amount of parallel sentences used in training. In recent years, there have been several...
Jason R. Smith, Chris Quirk, Kristina Toutanova
SOCA
2010
IEEE
15 years 4 months ago
Supporting the evolution of model-driven service-oriented systems: A case study on QoS-aware process-driven SOAs
Process-driven service-oriented architectures (SOA) need to cope with constant changing requirements of various compliance requirements, such as quality of service (QoS) constraint...
Ernst Oberortner, Uwe Zdun, Schahram Dustdar, Agni...
TAP
2010
Springer
134views Hardware» more  TAP 2010»
15 years 4 months ago
Testing First-Order Logic Axioms in Program Verification
Program verification systems based on automated theorem provers rely on user-provided axioms in order to verify domain-specific properties of code. However, formulating axioms corr...
Ki Yung Ahn, Ewen Denney
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