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1
Improving the performance of an example-based machine translation system using a domain-specific bilingual lexicon
In: 29th Pacific Asia Conference on Language, Information and Computation, PACLIC 2015 ; https://hal-cea.archives-ouvertes.fr/cea-01844060 ; 29th Pacific Asia Conference on Language, Information and Computation, PACLIC 2015, Oct 2015, Shangai, China. pp.106-115 (2015)
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Evaluating the impact of using a domain-specific bilingual lexicon on the performance of a hybrid machine translation approach
In: 10th International Conference on Recent Advances in Natural Language Processing, RANLP 201 ; https://hal-cea.archives-ouvertes.fr/cea-01844051 ; 10th International Conference on Recent Advances in Natural Language Processing, RANLP 201, Sep 2015, Hissar, Bulgaria. pp.579-587 (2015)
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3
Systematic generation of standard compliant tool support of diagrammatic modeling languages
In: 2015 ACM/IEEE 18th International Conference on Model Driven Engineering Languages and Systems (MODELS) ; https://hal-cea.archives-ouvertes.fr/cea-01836563 ; 2015 ACM/IEEE 18th International Conference on Model Driven Engineering Languages and Systems (MODELS), Sep 2015, Ottawa, Canada. pp.348-357, ⟨10.1109/MODELS.2015.7338266⟩ (2015)
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4
Handwritten word recognition using Web resources and recurrent neural networks
In: International Journal on Document Analysis and Recognition ; https://hal.archives-ouvertes.fr/hal-01845537 ; International Journal on Document Analysis and Recognition, 2015, 18 (4), pp.287-301. ⟨10.1007/s10032-015-0251-1⟩ (2015)
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5
Introduction to ACESMB 2015- Model-based architecting of cyber-physical and embedded systems
In: 8th Joint International Workshop on Model-Based Architecting of Cyber-Physical and Embedded Systems and 1st International Workshop on UML Consistency Rules, ACES-MB 2015 and WUCOR 2015 ; https://hal-cea.archives-ouvertes.fr/cea-01844050 ; 8th Joint International Workshop on Model-Based Architecting of Cyber-Physical and Embedded Systems and 1st International Workshop on UML Consistency Rules, ACES-MB 2015 and WUCOR 2015, Sep 2015, Ottawa, Canada. pp.1-2 (2015)
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6
Fast as a shadow, expressive as a tree: Hybrid memory monitoring for C.
In: SAC '15 Proceedings of the 30th Annual ACM Symposium on Applied Computing ; https://hal-cea.archives-ouvertes.fr/cea-01836267 ; SAC '15 Proceedings of the 30th Annual ACM Symposium on Applied Computing, Apr 2015, Salamanca, Spain. pp.1765-1772, ⟨10.1145/2695664.2695815⟩ (2015)
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7
Generative event schema induction with entity disambiguation
In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing ; https://hal-cea.archives-ouvertes.fr/cea-01844047 ; Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, Jul 2015, Beijing, China. pp.188-197 (2015)
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8
Tool paper: Combining Alf and UML in modeling tools: An example with papyrus
In: 15th International Workshop on OCL and Textual Modeling, OCL 2015 ; https://hal-cea.archives-ouvertes.fr/cea-01844056 ; 15th International Workshop on OCL and Textual Modeling, OCL 2015, Sep 2015, Ottawa, Canada. pp.105-119 (2015)
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9
BLSTM-based handwritten text recognition using Web resources
In: 2015 13th International Conference on Document Analysis and Recognition (ICDAR) ; https://hal-cea.archives-ouvertes.fr/cea-01841169 ; 2015 13th International Conference on Document Analysis and Recognition (ICDAR), Aug 2015, Tunis, Tunisia. pp.466-470, ⟨10.1109/ICDAR.2015.7333805⟩ (2015)
Abstract: Conference of 13th International Conference on Document Analysis and Recognition, ICDAR 2015 ; Conference Date: 23 August 2015 Through 26 August 2015; Conference Code:118256 ; International audience ; Handwriting recognition systems usually rely on static dictionaries and language models. Full coverage of these dictionaries is generally not achieved when dealing with unrestricted document corpora due to the presence of Out-Of-Vocabulary words. In a previous work, dynamic dictionaries were built from Web resources and successfully applied to isolated word recognition. In the present work we extend this approach to text-line recognition. Line segmentation into words is needed to exploit dynamic dictionaries and it is performed using BLSTM classifiers to align filler models and word sequence outputs. Words are then classified based on the confidence score into anchor and non-anchor words (AWs and NAWs). AWs are equated to the BLSTM outputs and used as such. Dynamic dictionaries are built for NAWs by exploiting Web resources for their character sequence and for neighboring AWs. Text-lines are decoded again using dynamic dictionaries and re-estimated language model. We conduct experiments on the publicly available RIMES database and show that the introduction of the dynamic dictionary is beneficial. Equally important, we show that the gain increases as the proportion of OOVs increases.
Keyword: [INFO]Computer Science [cs]; Character recognition; Computational linguistics; Confidence score; Dynamic dictionaries; Hand-written text recognition; Handwriting recognition; Isolated word recognition; Line segmentation; Out of vocabulary words; Speech recognition; Text-line recognition; World Wide Web
URL: https://hal-cea.archives-ouvertes.fr/cea-01841169
https://doi.org/10.1109/ICDAR.2015.7333805
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10
Early and late combinations of criteria for reranking distributional thesauri
In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Short Papers) ; https://hal-cea.archives-ouvertes.fr/cea-01844049 ; Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Short Papers), Jul 2015, Beijing, China. pp.470-476 (2015)
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