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Probing Taxonomic and Thematic Embeddings for Taxonomic Information


Jan 25, 2023
Filip Klubička, John D. Kelleher

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* 9 pages, 1 figure, 4 tables, In proceedings of the 12th International Global Wordnet Conference 

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Domain-Specific Text Generation for Machine Translation


Aug 11, 2022
Yasmin Moslem, Rejwanul Haque, John D. Kelleher, Andy Way

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* AMTA 2022 - MT Research Track 

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Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines


Jun 27, 2022
Ammar N. Abbas, Georgios Chasparis, John D. Kelleher

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* Lecture Notes in Computer Science 2022 

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Detecting Interlocutor Confusion in Situated Human-Avatar Dialogue: A Pilot Study


Jun 06, 2022
Na Li, John D. Kelleher, Robert Ross

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* 8 figures, 10pages including 2pages reference. Conference: https://semdial2021.ling.uni-potsdam.de/, Paper link:https://semdial2021.ling.uni-potsdam.de/assets/semdial2021_potsdial_full_proceedings.pdf 

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Mutual Information Decay Curves and Hyper-Parameter Grid Search Design for Recurrent Neural Architectures


Dec 08, 2020
Abhijit Mahalunkar, John D. Kelleher

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* Published at the 27th International Conference on Neural Information Processing, ICONIP 2020, Bangkok, Thailand, November 18-22, 2020. arXiv admin note: text overlap with arXiv:1810.02966 

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Language-Driven Region Pointer Advancement for Controllable Image Captioning


Nov 30, 2020
Annika Lindh, Robert J. Ross, John D. Kelleher

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* Accepted to COLING 2020 

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Semantic Relatedness and Taxonomic Word Embeddings


Feb 14, 2020
Magdalena Kacmajor, John D. Kelleher, Filip Klubicka, Alfredo Maldonado

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* 7 pages 0 figures 

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Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies


Jul 13, 2019
Abhijit Mahalunkar, John D. Kelleher

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* To appear in ACL 2019 workshop on Deep Learning and Formal Languages: Building Bridges 

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Generating Diverse and Meaningful Captions


Dec 19, 2018
Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, John D. Kelleher

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* Artificial Neural Networks and Machine Learning - ICANN 2018 (pp. 176-187). Springer International Publishing 
* Accepted for presentation at The 27th International Conference on Artificial Neural Networks (ICANN 2018) 

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Exploring the Use of Attention within an Neural Machine Translation Decoder States to Translate Idioms


Oct 10, 2018
Giancarlo D. Salton, Robert J. Ross, John D. Kelleher

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