John D. Kelleher
Orcid: 0000-0001-6462-3248
According to our database1,
John D. Kelleher
authored at least 124 papers
between 2004 and 2024.
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Bibliography
2024
Hierarchical framework for interpretable and specialized deep reinforcement learning-based predictive maintenance.
Data Knowl. Eng., January, 2024
Topic Aware Probing: From Sentence Length Prediction to Idiom Identification how reliant are Neural Language Models on Topic?
CoRR, 2024
Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies.
CoRR, 2024
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models.
Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024
2023
Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning.
CoRR, 2023
Specialized Deep Residual Policy Safe Reinforcement Learning-Based Controller for Complex and Continuous State-Action Spaces.
CoRR, 2023
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP.
CoRR, 2023
Proceedings of the 12th Global Wordnet Conference, 2023
Domain Terminology Integration into Machine Translation: Leveraging Large Language Models.
Proceedings of the Eighth Conference on Machine Translation, 2023
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023
Medical Concept Mention Identification in Social Media Posts Using a Small Number of Sample References.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023
Idioms, Probing and Dangerous Things: Towards Structural Probing for Idiomaticity in Vector Space.
Proceedings of the 19th Workshop on Multiword Expressions, 2023
Action Classification in Human Robot Interaction Cells in Manufacturing: Moving Towards Mutual Performance Monitoring Capacity.
Proceedings of the 8th International Conference on Machine Learning Technologies, 2023
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023
2022
The interaction of normalisation and clustering in sub-domain definition for multi-source transfer learning based time series anomaly detection.
Knowl. Based Syst., 2022
Shapley Idioms: Analysing BERT Sentence Embeddings for General Idiom Token Identification.
Frontiers Artif. Intell., 2022
Frontiers Neuroinformatics, 2022
Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines.
CoRR, 2022
CoRR, 2022
Algorithms, 2022
Interpretable Input-Output Hidden Markov Model-Based Deep Reinforcement Learning for the Predictive Maintenance of Turbofan Engines.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2022
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022
Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), 2022
Proceedings of the Artificial Intelligence and Cognitive Science - 30th Irish Conference, 2022
2021
Adapting an Agent-Based Model of Infectious Disease Spread in an Irish County to COVID-19.
Syst., 2021
Proceedings of the 17th Workshop on Multiword Expressions, 2021
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Simulating Delay in Seeking Treatment for Stroke Due to COVID-19 Concerns with a Hybrid Agent-Based and Equation-Based Model.
Proceedings of the Advances in Social Simulation, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Expectations of artificial intelligence and the performativity of ethics: Implications for communication governance.
Big Data Soc., January, 2020
J. Artif. Soc. Soc. Simul., 2020
Proceedings of the Spatial Cognition XII - 12th International Conference, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Mutual Information Decay Curves and Hyper-parameter Grid Search Design for Recurrent Neural Architectures.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
F-Measure Optimisation and Label Regularisation for Energy-Based Neural Dialogue State Tracking Models.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Proceedings of the 34th International ECMS Conference on Modelling and Simulation, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Multimodal Fusion Strategies for Outcome Prediction in Stroke.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking.
Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, 2020
2019
Inf., 2019
Multi-Element Long Distance Dependencies: Using SPk Languages to Explore the Characteristics of Long-Distance Dependencies.
CoRR, 2019
CoRR, 2019
Open Comput. Sci., 2019
Synthetic, yet natural: Properties of WordNet random walk corpora and the impact of rare words on embedding performance.
Proceedings of the 10th Global Wordnet Conference, 2019
Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker.
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019
Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Update Frequency and Background Corpus Selection in Dynamic TF-IDF Models for First Story Detection.
Proceedings of the Computational Linguistics, 2019
Proceedings of the Machine Learning for Networking, 2019
Proceedings of the 2019 11th International Conference on Computer and Automation Engineering, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019
2018
Using a Socioeconomic Segregation Burn-in Model to Initialise an Agent-Based Model for Infectious Diseases.
J. Artif. Soc. Soc. Simul., 2018
Exploring the Use of Attention within an Neural Machine Translation Decoder States to Translate Idioms.
CoRR, 2018
Understanding Recurrent Neural Architectures by Analyzing and Synthesizing Long Distance Dependencies in Benchmark Sequential Datasets.
CoRR, 2018
Modular Mechanistic Networks: On Bridging Mechanistic and Phenomenological Models with Deep Neural Networks in Natural Language Processing.
CoRR, 2018
What is not where: the challenge of integrating spatial representations into deep learning architectures.
CoRR, 2018
Proceedings of the 2018 IEEE Working Conference on Software Visualization, 2018
Scoped: Evaluating A Composite Visualisation of the Scope Chain Hierarchy Within Source Code.
Proceedings of the 2018 IEEE Working Conference on Software Visualization, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the Artificial Intelligence Applications and Innovations, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Generating Diverse and Meaningful Captions - Unsupervised Specificity Optimization for Image Captioning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
A Comparison of Agent-Based Models and Equation Based Models for Infectious Disease Epidemiology.
Proceedings of the Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Trinity College Dublin, 2018
2017
J. Artif. Soc. Soc. Simul., 2017
Robot perception errors and human resolution strategies in situated human-robot dialogue.
Adv. Robotics, 2017
Proceedings of the 19th Eurographics Conference on Visualization, 2017
Idiom Type Identification with Smoothed Lexical Features and a Maximum Margin Classifier.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017
Proceedings of the Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection, 2017
An Analysis of the Application of Simplified Silhouette to the Evaluation of k-means Clustering Validity.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017
Proceedings of the 14th Conference on Computer and Robot Vision, 2017
Assessing the Usefulness of Different Feature Sets for Predicting the Comprehension Difficulty of Text.
Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017
2016
Proceedings of the 18th Eurographics Conference on Visualization, 2016
Proceedings of the 2016 IEEE Working Conference on Software Visualization, 2016
A Corpus of Annotated Irish Traditional Dance Music Recordings: Design and Benchmark Evaluations.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
Proceedings of the Ambient Intelligence - Software and Applications, 2016
Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016
Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2014
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
TCDSCSS: Dimensionality Reduction to Evaluate Texts of Varying Lengths - an IR Approach.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Evaluation of a Substitution Method for Idiom Transformation in Statistical Machine Translation.
Proceedings of the 10th Workshop on Multiword Expressions, 2014
Clarification Dialogues for Perception-based Errors in Situated Human-Computer Dialogues.
Proceedings of the 2014 Workshop on Multimodal, 2014
An Empirical Study of the Impact of Idioms on Phrase Based Statistical Machine Translation of English to Brazilian-Portuguese.
Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation, 2014
Proceedings of the Third Workshop on Vision and Language, 2014
Exploration of functional semantics of prepositions from corpora of descriptions of visual scenes.
Proceedings of the Third Workshop on Vision and Language, 2014
2013
Expecting the Unexpected: Measure the Uncertainties for Mobile Robot Path Planning in Dynamic Environment.
Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013
Proceedings of the Plan, 2013
2012
Proceedings of the Intelligent Virtual Agents - 12th International Conference, 2012
Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Int. J. Comput. Linguistics Appl., 2011
The effect of occlusion on the semantics of projective spatial terms: a case study in grounding language in perception.
Cogn. Process., 2011
Feeling the ambiance: using smart ambiance to increase contextual awareness in game agents.
Proceedings of the Foundations of Digital Games, 2011
Workshop on Computational Models of Spatial Language Interpretation - CoSLI-2 in conjunction with CogSci 2011.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology, 2011
Proceedings of the Salience - Multidisciplinary Perspectives on its Function in Discourse, 2011
2010
Visual Salience and Reference Resolution in Situated Dialogues: A Corpus-based Evaluation.
Proceedings of the Dialog with Robots, 2010
Proceedings of the Dialog with Robots, 2010
2009
Comput. Linguistics, 2009
Just Say It: An Evaluation of Speech Interfaces for Augmented Reality Design Applications.
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009
2008
Referring Expression Generation Challenge 2008 DIT System Descriptions (DIT-FBI, DIT-TVAS, DIT-CBSR, DIT-RBR, DIT-FBI-CBSR, DIT-TVAS-RBR).
Proceedings of the INLG 2008, 2008
2007
Mediating between Qualitative and Quantitative Representations for Task-Orientated Human-Robot Interaction.
Proceedings of the IJCAI 2007, 2007
2006
Artif. Intell. Rev., 2006
Proceedings of the Perception and Interactive Technologies, 2006
Proceedings of the 1st ACM SIGCHI/SIGART Conference on Human-Robot Interaction, 2006
Proximity in Context: An Empirically Grounded Computational Model of Proximity for Processing Topological Spatial Expressions.
Proceedings of the ACL 2006, 2006
Proceedings of the ACL 2006, 2006
2005
Dynamically structuring, updating and interrelating representations of visual and linguistic discourse context.
Artif. Intell., 2005
A Context-dependent Algorithm for Generating Locative Expressions in Physically Situated Environments.
Proceedings of the Tenth European Workshop on Natural Language Generation, 2005
2004
Artif. Intell. Rev., 2004
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004