5. マルチモーダル機械翻訳

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Published in映像情報メディア学会誌 Vol. 72; no. 9; pp. 668 - 671
Main Author 中山, 英樹
Format Journal Article
LanguageJapanese
Published 一般社団法人 映像情報メディア学会 2018
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ISSN1342-6907
1881-6908
DOI10.3169/itej.72.668

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Author 中山, 英樹
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Copyright 2018 一般社団法人 映像情報メディア学会
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References 4)J. Hitschler and S. Riezler: ”Multimodal Pivots for Image Caption Translation”, In Proc, ACL(2016
12)P. Koehn et al.: ”Moses: Open Source Toolkit for Statistical Machine Translation”, In Proc, ACL(2007
15)R. Funaki and H. Nakayama: ”Image-Mediated Learning for Zeroshot Cross-lingual Document Retrieval”, In Proc, EMNLP(2015
13)H. Nakayama and N. Nishida: ”Zero-Resource Machine Translation by Multimodal Encoder-Decoder Network with Multimedia Pivot. Machine Translation, 31, 1-2, pp 49-64(2017
5)H. Li, J. Zhu, C. Ma, J. Zhang and C. Zong: ”Multi-modal Summarization for Asynchronous Collection of Text Image Audio and Video”, In Proc, EMNLP(2017
3)D. Elliott, S. Frank and E. Hasler: ”Multi-language Image Description with Neural Sequence Models”, arXiv preprint arXiv:1510.04709 (2015
6)A. Das, S. Kottur, K. Gupta, A. Singh, D. Yadav, J.M. F. Moura, D. Parikh and D. Batra: ”Visual Dialog”, In Proc, CVPR(2017
8)O. Vinyals, A. Toshev, S. Bengio and D. Erhan: ”Show and Tell: A Neural Image Caption Generator”, In Proc, CVPR(2015
1)T. Mikolov, K. Chen, G. Corrado and J. Dean: ”Efficient Estimation of Word Representations in Vector Space”, In Proc, ICLR(2013
14)R. Udupa and M. Khapra: ”Improving the Multilingual User Experience of Wikipedia Using Cross-Language Name Search”, In Proc, NAACL(2010
2)I. Sutskever, O. Vinyals and Q.V. Le: ”Sequence to Sequence Learning with Neural Networks”, In Proc, NIPS(2014
9)D. Elliott, S. Frank, K. Sima'an and L. Specia: ”Multi30K: Multilingual English-German Image Descriptions”, In Proc, ACL Workshop on Vision and Language(2016
7)A. Krizhevsky, I. Sutskever and G.E. Hinton: ”ImageNet Classification with Deep Convolutional Neural Networks”, In Proc, NIPS(2012
16)A. Frome, G. Corrado and J. Shlens: “DEVISE: A Deep Visual-semantic Embedding Model”, In Proc, NIPS(2013
10)L. Specia, S. Frank, K. Sima'an and D. Elliott: ”A Shared Task on Multimodal Machine Translation and Cross-lingual Image Description”, In Proc, Conference on Machine Translation(2016
11)D. Elliott, S. Frank, L. Barrault and F. Bougares: ”Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description, in Proc. Conference on Machine Translation(2017
References_xml – reference: 4)J. Hitschler and S. Riezler: ”Multimodal Pivots for Image Caption Translation”, In Proc, ACL(2016)
– reference: 2)I. Sutskever, O. Vinyals and Q.V. Le: ”Sequence to Sequence Learning with Neural Networks”, In Proc, NIPS(2014)
– reference: 15)R. Funaki and H. Nakayama: ”Image-Mediated Learning for Zeroshot Cross-lingual Document Retrieval”, In Proc, EMNLP(2015)
– reference: 7)A. Krizhevsky, I. Sutskever and G.E. Hinton: ”ImageNet Classification with Deep Convolutional Neural Networks”, In Proc, NIPS(2012)
– reference: 6)A. Das, S. Kottur, K. Gupta, A. Singh, D. Yadav, J.M. F. Moura, D. Parikh and D. Batra: ”Visual Dialog”, In Proc, CVPR(2017)
– reference: 8)O. Vinyals, A. Toshev, S. Bengio and D. Erhan: ”Show and Tell: A Neural Image Caption Generator”, In Proc, CVPR(2015)
– reference: 1)T. Mikolov, K. Chen, G. Corrado and J. Dean: ”Efficient Estimation of Word Representations in Vector Space”, In Proc, ICLR(2013)
– reference: 5)H. Li, J. Zhu, C. Ma, J. Zhang and C. Zong: ”Multi-modal Summarization for Asynchronous Collection of Text Image Audio and Video”, In Proc, EMNLP(2017)
– reference: 13)H. Nakayama and N. Nishida: ”Zero-Resource Machine Translation by Multimodal Encoder-Decoder Network with Multimedia Pivot. Machine Translation, 31, 1-2, pp 49-64(2017)
– reference: 12)P. Koehn et al.: ”Moses: Open Source Toolkit for Statistical Machine Translation”, In Proc, ACL(2007)
– reference: 3)D. Elliott, S. Frank and E. Hasler: ”Multi-language Image Description with Neural Sequence Models”, arXiv preprint arXiv:1510.04709 (2015)
– reference: 14)R. Udupa and M. Khapra: ”Improving the Multilingual User Experience of Wikipedia Using Cross-Language Name Search”, In Proc, NAACL(2010)
– reference: 16)A. Frome, G. Corrado and J. Shlens: “DEVISE: A Deep Visual-semantic Embedding Model”, In Proc, NIPS(2013)
– reference: 10)L. Specia, S. Frank, K. Sima'an and D. Elliott: ”A Shared Task on Multimodal Machine Translation and Cross-lingual Image Description”, In Proc, Conference on Machine Translation(2016)
– reference: 9)D. Elliott, S. Frank, K. Sima'an and L. Specia: ”Multi30K: Multilingual English-German Image Descriptions”, In Proc, ACL Workshop on Vision and Language(2016)
– reference: 11)D. Elliott, S. Frank, L. Barrault and F. Bougares: ”Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description, in Proc. Conference on Machine Translation(2017)
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SubjectTerms シンボルグラウンディング
機械翻訳
画像認識
自然言語処理
Title 5. マルチモーダル機械翻訳
URI https://www.jstage.jst.go.jp/article/itej/72/9/72_668/_article/-char/ja
Volume 72
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