Submissions from 2021
PROVENANCE: An Intermediary-Free Solution for Digital Content Verification, Bilal Yousuf, M. Atif Qureshi, Brendan Spillane, Gary Munnelly, Oisin Carroll, Matthew Runswick, Kirsty Park, Eileen Culloty, Owen Conlan, and Jane Suiter
Submissions from 2020
Local Alignment of Frame of Reference Assignment in English and Swedish Dialogue, Simon Dobnik, John D. Kelleher, and Christine Howes
English WordNet Taxonomic Random Walk Pseudo-Corpora, Filip Klubicka, Alfredo Maldonado, Abhijit Mahalunkar, and John D. Kelleher
Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
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
TEST: A terminology extraction system for technology related terms, Murhaf Hossari, Soumyabrata Dev, and John Kelleher
On the Mental Workload Assessment of Uplift Mapping Representations in Linked Data, Ademar Crotti Junior, Christophe Debruyne, Luca Longo, and Declan O'Sullivan
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
Size Matters: The Impact of Training Size in Taxonomically-Enriched Word Embeddings, Alfredo Maldonado, Filip Klubicka, and John D. Kelleher
Analysing the Impact of Machine Learning to Model Subjective Mental Workload: A Case Study in Third-Level Education, Karim Moustafa and Luca Longo
Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
Energy-Based Modelling for Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
Investigating Variable Dependencies in Dialogue States, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
Pathological Speech Classification Using a Convolutional Neural Network, Nam H. Trinh and Darragh O'Brien
Bigger versus Similar: Selecting a Background Corpus for First Story Detection Based on Distributional Similarity, Fei Wang, Robert J. Ross, and John D. Kelleher
Update Frequency and Background Corpus Selection in Dynamic TF-IDF Models for First Story Detection, Fei Wang, Robert J. Ross, and John D. Kelleher
Submissions from 2018
Examining a Hate Speech Corpus for Hate Speech Detection and Popularity Prediction, Filip Klubicka and Raquel Fernandez
Is it worth it? Budget-related evaluation metrics for model selection, Filip Klubicka, Giancarlo Salton, and John D. Kelleher
Entity-Grounded Image Captioning, Annika Lindh, Robert J. Ross, and John D. Kelleher
Generating Diverse and Meaningful Captions: Unsupervised Specificity Optimization for Image Captioning, Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, and John D. Kelleher
hr500k – A Reference Training Corpus of Croatian., Nikola Ljubešić, Željko Agić, Filip Klubicka, Vuk Batanović, and Tomaž Erjavec
Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures, Abhijit Mahalunkar and John D. Kelleher
A Multi-Task Approach to Incremental Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
Exploring Online Novelty Detection Using First Story Detection Models, Fei Wang, Robert J. Ross, and John D. Kelleher
Submissions from 2017
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
Incremental Joint Modelling for Dialogue State Tracking, Anh Duong Trinh, Robert J. Ross, and John D. Kelleher
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 J. Ross
Submissions from 2016
Empirical Comparative Analysis of 1-of-K Coding and K-Prototypes in Categorical Clustering, Fei Wang, Hector Franco, John Pugh, and Robert J. Ross