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Andrew Collins
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Position bias in recommender systems for digital libraries
A Collins, D Tkaczyk, A Aizawa, J Beel
International Conference on Information, 335-344, 2018
84*2018
Machine learning vs. rules and out-of-the-box vs. retrained: an evaluation of open-source bibliographic reference and citation parsers
D Tkaczyk, A Collins, P Sheridan, J Beel
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018
78*2018
A Novel Approach to Recommendation Algorithm Selection using Meta-Learning
A Collins, D Tkaczyk, J Beel
26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2018
49*2018
Choice overload and recommendation effectiveness in related-article recommendations
F Beierle, A Aizawa, A Collins, J Beel
International Journal on Digital Libraries, 1-16, 2019
41*2019
Document Embeddings vs. Keyphrases vs. Terms for Recommender Systems: A Large-Scale Online Evaluation
A Collins, J Beel
2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 130-133, 2019
25*2019
RARD II: The 94 Million Related-Article Recommendation Dataset
J Beel, B Smyth, A Collins
1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in …, 2019
15*2019
Online evaluations for everyone: Mr. DLib’s living lab for scholarly recommendations
J Beel, A Collins, O Kopp, LW Dietz, P Knoth
Advances in Information Retrieval: 41st European Conference on IR Research …, 2019
122019
GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing.
M Grennan, M Schibel, A Collins, J Beel
AICS, 260-271, 2019
92019
A First Analysis of Meta-Learned Per-Instance Algorithm Selection in Scholarly Recommender Systems
A Collins, J Beel
Workshop on Recommendation in Complex Scenarios, 13th ACM Conference on …, 2019
8*2019
Per-Instance Algorithm Selection for Recommender Systems via Instance Clustering
A Collins, L Tierney, J Beel
arXiv preprint arXiv:2012.15151, 2020
72020
Augmenting the DonorsChoose.org Corpus for Meta-Learning
G Edenhofer, A Collins, A Aizawa, J Beel
1st Interdisciplinary Workshop on Algorithm Selection and Meta-Learning in …, 2019
72019
Siamese Meta-Learning and Algorithm Selection with'Algorithm-Performance Personas'[Proposal]
J Beel, B Tyrell, E Bergman, A Collins, S Nagoor
arXiv preprint arXiv:2006.12328, 2020
42020
Who Did What? Identifying Author Contributions in Biomedical Publications using Naďve Bayes
D Tkaczyk, A Collins, J Beel
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries …, 2018
32018
NaďveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts
D Tkaczyk, A Collins, J Beel
27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science …, 2019
2*2019
Mr. DLib’s Architecture for Scholarly Recommendations-as-a-Service
J Beel, A Collins, A Aizawa
26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2018
2*2018
The Irish Government’s Expenditure on Children in 2019: A Pilot Study of the Department of Children and Youth Affairs
G Collins, L Tully, J McCarthy, D Quinn-Hemmings, N Tickner, Z Matthews, ...
Department of Public Expenditure and Reform, 2022
2022
GIANT: The 1-Billion Annotated Bibliographic-Reference-String Dataset for Deep Citation Parsing
M Grennan, M Schibel, A Collins, J Beel
27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science …, 2019
2019
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