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Utilization of multimodal interaction signals for automatic summarisation of academic presentations
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Curtis, Keith. - : Dublin City University. School of Computing, 2018
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In: Curtis, Keith (2018) Utilization of multimodal interaction signals for automatic summarisation of academic presentations. PhD thesis, Dublin City University. (2018)
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On-Talk and Off-Talk Detection: A Discrete Wavelet Transform Analysis of Electroencephalogram ; 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018)
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Chats and Chunks: Annotation and Analysis of Multiparty Long Casual Conversations ; Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
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Stitching together the conversation - considerations in the design of extended social talk ; 9th INTERNATIONAL WORKSHOP ON SPOKEN DIALOGUE SYSTEMS TECHNOLOGY (IWSDS2018)
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Incorporating visual information into neural machine translation
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Calixto, Iacer. - : Dublin City University. School of Computing, 2017. : Dublin City University. ADAPT, 2017
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In: Calixto, Iacer (2017) Incorporating visual information into neural machine translation. PhD thesis, Dublin City University. (2017)
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Incorporating Global Visual Features into Attention-Based Neural Machine Translation ...
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Multilingual Multi-modal Embeddings for Natural Language Processing ...
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Abstract:
We propose a novel discriminative model that learns embeddings from multilingual and multi-modal data, meaning that our model can take advantage of images and descriptions in multiple languages to improve embedding quality. To that end, we introduce a modification of a pairwise contrastive estimation optimisation function as our training objective. We evaluate our embeddings on an image-sentence ranking (ISR), a semantic textual similarity (STS), and a neural machine translation (NMT) task. We find that the additional multilingual signals lead to improvements on both the ISR and STS tasks, and the discriminative cost can also be used in re-ranking $n$-best lists produced by NMT models, yielding strong improvements. ... : 4 pages (5 including references), no figures ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences; I.2.7
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URL: https://arxiv.org/abs/1702.01101 https://dx.doi.org/10.48550/arxiv.1702.01101
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Disfluency in Multiparty Social Talk ; Disfluency in Spontaneous Speech 2015
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The discourse value of social signals at topic change moments ; Proceedings of the 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015)
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Proceedings of the 7th International Conference on Speech Prosody
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In: https://hal.archives-ouvertes.fr/hal-01475382 ; Dublin, Ireland. Trinity College Dublin, pp.1202, 2014 (2014)
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Investigating Automatic Measurements of Prosodic Accommodation and Its Dynamics in Social Interaction
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In: Articles (2014)
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Exploring the Role of Laughter in Multiparty Conversation ; DialDam: Proceedings of the 17th Workshop on the Semantics and Pragmatics of Dialogue (SEMDIAL2013)
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Laughter and Topic Transition in Multiparty Conversation ; Proceedings of the SIGDIAL 2013 Conference
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Investigating fine temporal dynamics of prosodic and lexical accommodation ; 14th Annual Conference of the International Speech Communication Association
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