Synthetic vs. Real Reference Strings for Citation Parsing, and the Importance of Re-training and Out-Of-Sample Data for Meaningful Evaluations: Experiments with GROBID, GIANT and Cora

Apr 25, 2020
Mark Grennan, Joeran Beel


  Access Model/Code and Paper
Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights

Dec 16, 2019
Conor O'Sullivan, Joeran Beel

* 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science. 2019 

  Access Model/Code and Paper
Multi-stream Data Analytics for Enhanced Performance Prediction in Fantasy Football

Dec 16, 2019
Nicholas Bonello, Joeran Beel, Seamus Lawless, Jeremy Debattista

* 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science. 2019 

  Access Model/Code and Paper
NaïveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts

Dec 15, 2019
Dominika Tkaczyk, Andrew Collins, Joeran Beel

* 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019 
* arXiv admin note: substantial text overlap with arXiv:1802.01174 

  Access Model/Code and Paper
Memory-Augmented Neural Networks for Machine Translation

Sep 18, 2019
Mark Collier, Joeran Beel


  Access Model/Code and Paper
ParsRec: A Novel Meta-Learning Approach to Recommending Bibliographic Reference Parsers

Nov 26, 2018
Dominika Tkaczyk, Rohit Gupta, Riccardo Cinti, Joeran Beel

* Accepted at the 26th Irish Conference on Artificial Intelligence and Cognitive Science. This paper is an extended version of a poster published at the 12th ACM Conference on Recommender Systems, Proceedings of the 26th Irish Conference on Artificial Intelligence and Cognitive Science (AICS). Dublin, Ireland 2018 

  Access Model/Code and Paper
The Architecture of Mr. DLib's Scientific Recommender-System API

Nov 26, 2018
Joeran Beel, Andrew Collins, Akiko Aizawa


  Access Model/Code and Paper
An Empirical Comparison of Syllabuses for Curriculum Learning

Sep 27, 2018
Mark Collier, Joeran Beel


  Access Model/Code and Paper
Implementing Neural Turing Machines

Jul 26, 2018
Mark Collier, Joeran Beel


  Access Model/Code and Paper
RARD II: The 2nd Related-Article Recommendation Dataset

Jul 20, 2018
Joeran Beel, Barry Smyth, Andrew Collins


  Access Model/Code and Paper
Mr. DLib's Living Lab for Scholarly Recommendations

Jul 19, 2018
Joeran Beel, Andrew Collins, Oliver Kopp, Linus Dietz, Petr Knoth


  Access Model/Code and Paper