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Submissions from 2020

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English WordNet Taxonomic Random Walk Pseudo-Corpora, Filip Klubicka, Alfredo Maldonado, Abhijit Mahalunkar, and John D. Kelleher

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Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher

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F-Measure Optimisation and Label Regularisation for Energy-Based Neural Dialogue State Tracking Models, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher

Submissions from 2019

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Synthetic, Yet Natural: Properties of WordNet Random Walk Corpora and the impact of rare words on embedding performance, Filip Klubicka, Alfredo Maldonado, Abhijit Mahalunkar, and John D. Kelleher

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Size Matters: The Impact of Training Size in Taxonomically-Enriched Word Embeddings, Alfredo Maldonado, Filip Klubicka, and John D. Kelleher

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Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher

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Energy-Based Modelling for Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher

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Investigating Variable Dependencies in Dialogue States, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher

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Pathological Speech Classification Using a Convolutional Neural Network, Nam H. Trinh and Darragh O'Brien

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Update Frequency and Background Corpus Selection in Dynamic TF-IDF Models for First Story Detection, Fei Wang, Robert J. Ross, and John D. Kelleher

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Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity, Fei Wang, Robert J. Ross, and John D. Kelleher

Submissions from 2018

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Examining a Hate Speech Corpus for Hate Speech Detection and Popularity Prediction, Filip Klubicka and Raquel Fernandez

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Is it worth it? Budget-related evaluation metrics for model selection, Filip Klubicka, Giancarlo Salton, and John D. Kelleher

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Entity-Grounded Image Captioning, Annika Lindh, Robert Ross, and John D. Kelleher

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Generating Diverse and Meaningful Captions: Unsupervised Specificity Optimization for Image Captioning, Annika Lindh, Robert Ross, Abhijit Mahalunkar, Giancarlo Salton, and John D. Kelleher

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hr500k – A Reference Training Corpus of Croatian., Nikola Ljubešić, Željko Agić, Filip Klubicka, Vuk Batanović, and Tomaž Erjavec

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Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures, Abhijit Mahalunkar and John D. Kelleher

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A Multi-Task Approach to Incremental Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher

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Exploring Online Novelty Detection Using First Story Detection Models, Fei Wang, Robert J. Ross, and John D. Kelleher

Submissions from 2017

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An Equivalent Circuit for Corona Discharges Caused by a Point to Plane Arrangement at ac, dc and Combined Voltages, Tobias Dezenzo, Thomas Betz, and Andreas Schwarzbacher

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Incremental Joint Modelling for Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher

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An Analysis of the Application of Simplified Silhouette to the Evaluation of k-means Clustering Validity, Fei Wang, Hector-Hugo Franco-Penya, John D. Kelleher, John Pugh, and Robert Ross

Submissions from 2016

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Investigating the Impact of Unsupervised Feature-Extraction from Multi-Wavelength Image Data for Photometric Classification of Stars, Galaxies and QSOs, Annika Lindh

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Empirical Comparative Analysis of 1-of-K Coding and K-Prototypes in Categorical Clustering, Fei Wang, Hector Franco, John Pugh, and Robert Ross