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Examining Performance of Sketch-to-Image Translation Models with Multiclass Automatically Generated Paired Training Data [article]

Dichao Hu
2018 arXiv   pre-print
Therefore, models for translation are usually trained on a set of paired training data which are carefully and laboriously designed.  ...  Our work is focused on learning through automatically generated paired data.  ...  In this paper, we explore the application of generative adversarial networks in automatic acquisition of paired data for sketch-to-image translation.  ... 
arXiv:1811.00249v1 fatcat:c26mb6c5zrfuzgvnvqvyeojyji

Automatic Reordering Rule Generation and Application of Reordering Rules in Stochastic Reordering Model for EnglishMyanmar Machine Translation

Khin Thandar Nwet, Khin Mar Soe, Ni Lar Thein
2011 International Journal of Computer Applications  
In this paper, automatic reordering rule generation and application of generated reordering rules in stochastic reordering model is presented.  ...  In this paper, proposed function tag and part-of-speech tag reordering rule extraction algorithms are used to generate reordering rule automatically and First Order Markov theory is applied to implement  ...  Therefore, reordering rules are generated automatically using part-of-speech tag, function tags and lexical information.  ... 
doi:10.5120/3321-4563 fatcat:straef3sgzfv3a7cdifqz2hfxi

The University of Padova at CLEF 2003: Experiments to Evaluate Probabilistic Models for Automatic Stemmer Generation and Query Word Translation

Giorgio Maria Di Nunzio, Nicola Ferro, Massimo Melucci, Nicola Orio
2003 Conference and Labs of the Evaluation Forum  
Prefix + + ML Generic Suffix ÙÖ ½ Ó Ó Ø ´×Ø Ñ¸ Ö Ú Ø ÓÒµ Ô Ö Ó ÛÓÖ Û Ø Ò Ø ÔÖÓ Ð ×Ø Ö Ñ ÛÓÖ º ×ØÖ Ò × Ò Ö Ø Ø Ö ×ÔÐ ØØ Ò Û ÓÖ Û ¾ Ï ÒØÓ ÐÐ Ø ÔÓ×× Ð ÔÓ× Ø ÓÒ׺ Á Ü ¾ Í Ò Ý ¾ Í Ö Ø ÔÖ ¬Ü Ò Ø ×ÙAEÜ Ó Ø ÛÓÖ  ...  ÓÒ Ó ØÛÓ Ò Ö ÔÖ ¬Ü × Ò ×ÙAEÜ ×º Ì Ù× Û Ò ÑÔÐÓÝ Ñ Ü Ñ ÙÑ Ð Ð ÓÓ ´Åĵ Ö Ø Ö ÓÒ ÓÖ ÒØ Ý Ò Ø ÑÓ×Ø ÔÖÓ Ð Ô Ö Ó ×Ù ß×ØÖ Ò ×º º º Ø ×Ø Ñ Ò Ö Ú Ø ÓÒ¸ × × ÓÛÒ Ò ¬ ÙÖ ½º Ä Ø Í Ø × Ø Ó ×Ù ß Stem Derivation Word Generic  ... 
dblp:conf/clef/NunzioFMO03a fatcat:upqsul3vrfhdbcnozplp5h2uwm

Automatic Generation of Model Translations [chapter]

Paolo Papotti, Riccardo Torlone
Advanced Information Systems Engineering  
We then propose novel techniques for the automatic generation of model translations.  ...  In general, given an information source, different translations can be defined for the same target model. In this work, we first identify general properties that "good" translations should fulfill.  ...  In this paper, we focus our attention on the problem of the automatic generation of "good" data model translations.  ... 
doi:10.1007/978-3-540-72988-4_4 dblp:conf/caise/PapottiT07 fatcat:odezoxu4uve6rg3feviive3yhi

GENERALIZED NET MODEL OF THE AUTOMATIC NATURAL LANGUAGE TRANSLATION

Krassimir Atanassov, Georgi Gluhchev, Anthony Shannon
2007 Eighth Int. Workshop on GNs   unpublished
A GN-model Here we shall describe a GN-model (see Fig. 1 ) that translates a given sentence and recognize its sense.  ...  The text recognition and translation is another direction of research that will be illustrated with the next example. The process will be modelled in an abstract form.  ... 
fatcat:jpgkl6paxnaexjlfu6qemmtmhq

High Quality Implementation for Automatic Generation C# Code by Event-B Pattern

Eman K Elsayed, Enas El-Sharawy
2014 International Journal of Software Engineering & Applications  
In this paper we applied and discussed the three phases of automatic code generation philosophy on two case studies the first is "minimum algorithm" and the second one is a model for ATM.  ...  The benefits of our proposal are reducing the prove effort, reusability, increasing the automation degree and generate high quality code.  ...  C# Translation Philosophy Automatic generation of source code may be regarded as an "open-loop" refinement step.  ... 
doi:10.5121/ijsea.2014.5104 fatcat:valq2kd6frhh5dqvumke2iksam

Automatic Scoring for Translations Based on Language Models

Diming Wu, Mingke Wang, Xiaomin Li, Jun Ye
2022 Computational Intelligence and Neuroscience  
Due to the similarity between the quality evaluation of responses generated by the dialogue system and the translation results submitted by students, we selected two metrics of dialogue to automatically  ...  In conclusion, the method is feasible to apply the evaluation metrics of dialogue systems to translation scoring, and it can provide an improvement idea for the automatic scoring of translations in the  ...  Acknowledgments is research was funded by Educational Commission of Anhui Province of China, grant numbers 2020szzx25 and SK2019A0712. It was also funded by Bengbu University, grant number 2020FZKT7.  ... 
doi:10.1155/2022/2171206 pmid:35800703 pmcid:PMC9256364 fatcat:xmoew3mt2rf3vmly5lb2ampbuq

Deep Learning for Automatic Image Captioning in Poor Training Conditions

Caterina Masotti, Danilo Croce, Roberto Basili
2018 Italian Journal of Computational Linguistics  
automatic captioning of images.  ...  This paper introduces a simple methodology to automatically acquire a large-scale corpus of 600 thousand image/sentences pairs in Italian.  ...  Automatic translation: before or after sentence generation?  ... 
doi:10.4000/ijcol.538 fatcat:h6vpbh4bjbdljdyelvgc2v4fsy

Towards Automatic Face-to-Face Translation

Prajwal K R, Rudrabha Mukhopadhyay, Jerin Philip, Abhishek Jha, Vinay Namboodiri, C V Jawahar
2019 Proceedings of the 27th ACM International Conference on Multimedia - MM '19  
In light of the recent breakthroughs in automatic machine translation systems, we propose a novel approach that we term as "Face-to-Face Translation".  ...  We then move towards "Face-to-Face Translation" by incorporating a novel visual module, LipGAN for generating realistic talking faces from the translated audio.  ...  We adapt state-of-the-art neural machine translation and textto-speech models [25, 31] to work for Indian languages and generate translated speech in language L B .  ... 
doi:10.1145/3343031.3351066 dblp:conf/mm/RMPJNJ19 fatcat:giqt2lb6dbcx3o2gswha4ilo6y

Design and Testing of Automatic Machine Translation System Based on Chinese-English Phrase Translation

Jing Ning, Haidong Ban, Sang-Bing Tsai
2021 Mobile Information Systems  
of machine automatic translation systems based on the combination of Chinese-English phrase translation, and explain the role of machine automatic translation in promoting the development of translation  ...  In this article, through the combination of machine translation experiments and machine automatic translation system design methods, the design and testing of machine automatic translation systems based  ...  Acknowledgments is study was supported by the Scientific Research Program funded by Shaanxi Provincial Education Department (grant no. 18JK1188) and the Scientific Research Foundation of Xijing University  ... 
doi:10.1155/2021/3539155 fatcat:wy5lglyuz5b5heumbkmzksbzbu

CLEF-2006 CL-SR at Maryland: English and Czech [chapter]

Jianqiang Wang, Douglas W. Oard
2007 Lecture Notes in Computer Science  
automatic transcription and manually generated metadata, respectively.  ...  Statistical translation models trained on European Parliament proceedings were found to be poorly matched to this task, yielding 38% and 44% of monolingual mean average precision for indexing based on  ...  umd.akey.asr used both ASR text and the automatic Czech translations of the automatically generated thesaurus terms.  ... 
doi:10.1007/978-3-540-74999-8_99 fatcat:pxddxyukqnfvvfkiphje34pqxq

A Description Method for Formalizing Domain-Specific Modelling Language

Tao Jiang
2018 Computer systems science and engineering  
Finally, many successful experiments on automatic translating and automatic verifying show feasibility of our formal approach  ...  models and use a classic case to illustrate our approach; based on this, we construct an automatic translator for formalizing DSML and its models.  ...  This work was supported by the National Natural Science Foundation of China under Grant No. 61363022.  ... 
doi:10.32604/csse.2018.33.299 fatcat:2n7utuynbzblblxie3dc6yfrui

Automatic Generation of Children's Songs Based on Machine Statistic Learning

Li Pan
2018 International Journal of Emerging Technologies in Learning (iJET)  
In this paper, the automatic generation of children's songs is studied.  ...  through the language model automatically.  ...  learning translation to the automatic generation of the second line of the couplet.  ... 
doi:10.3991/ijet.v13i03.8367 fatcat:3fllmrc6vrcw7gd7jf2mohtzie

Paraphrasing for Style

Wei Xu, Alan Ritter, Bill Dolan, Ralph Grishman, Colin Cherry
2012 International Conference on Computational Linguistics  
The plays of William Shakespeare and their modern translations are used as a testbed for evaluating paraphrase systems targeting a specific style of writing.  ...  We show that even with a relatively small amount of parallel training data, it is possible to learn paraphrase models which capture stylistic phenomena, and these models outperform baselines based on dictionaries  ...  Modern Translations Access to parallel text in the target style allows us to train statistical models that generate paraphrases, and also perform automatic evaluation of semantic adequacy using BLEU, which  ... 
dblp:conf/coling/XuRDGC12 fatcat:ufxkx2chmveh3awoslmj53btii

Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training [article]

Qiao Cheng, Meiyuan Fang, Yaqian Han, Jin Huang, Yitao Duan
2019 arXiv   pre-print
In a pipeline speech translation system, automatic speech recognition (ASR) system will transmit errors in recognition to the downstream machine translation (MT) system.  ...  A standard machine translation system is usually trained on parallel corpus composed of clean text and will perform poorly on text with recognition noise, a gap well known in speech translation community  ...  In [13] seq2seq model was used to align speech with translated text, and [14] can only generate bags of words.  ... 
arXiv:1909.11430v3 fatcat:mzxgb57tung5vixko56btcqgy4
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