Samuel Rönnqvist
Samuel Rönnqvist
TurkuNLP, University of Turku
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Bank distress in the news: Describing events through deep learning
S Rönnqvist, P Sarlin
Neurocomputing 264, 57-70, 2017
Exploring biomolecular literature with EVEX: connecting genes through events, homology, and indirect associations
S Van Landeghem, K Hakala, S Rönnqvist, T Salakoski, Y Van de Peer, ...
Advances in bioinformatics 2012, 2012
Bank networks from text: interrelations, centrality and determinants
S Rönnqvist, P Sarlin
Quantitative Finance 15 (10), 1619-1635, 2015
A recurrent neural model with attention for the recognition of chinese implicit discourse relations
S Rönnqvist, N Schenk, C Chiarcos
arXiv preprint arXiv:1704.08092, 2017
Do we really need all those rich linguistic features? a neural network-based approach to implicit sense labeling
N Schenk, C Chiarcos, K Donandt, S Rönnqvist, E Stepanov, G Riccardi
Proceedings of the CoNLL-16 shared task, 41-49, 2016
Is multilingual BERT fluent in language generation?
S Rönnqvist, J Kanerva, T Salakoski, F Ginter
arXiv preprint arXiv:1910.03806, 2019
Detect & describe: Deep learning of bank stress in the news
S Rönnqvist, P Sarlin
2015 IEEE Symposium Series on Computational Intelligence, 890-897, 2015
Cluster coloring of the self-organizing map: an information visualization perspective
P Sarlin, S Rönnqvist
2013 17th International Conference on Information Visualisation, 532-538, 2013
From text to bank interrelation maps
S Rönnqvist, P Sarlin
2014 IEEE Conference on Computational Intelligence for Financial Engineering …, 2014
Deep learning bank distress from news and numerical financial data
P Cerchiello, G Nicola, S Ronnqvist, P Sarlin
arXiv preprint arXiv:1706.09627, 2017
Exploratory topic modeling with distributional semantics
S Rönnqvist
International Symposium on Intelligent Data Analysis, 241-252, 2015
Interactive visual exploration of topic models using graphs
S Rönnqvist, X Wang, P Sarlin
arXiv preprint arXiv:1409.5623, 2014
From text to bank interrelation maps
S Rönnqvist, P Sarlin
arXiv preprint arXiv:1306.3856, 2013
Template-free data-to-text generation of Finnish sports news
J Kanerva, S Rönnqvist, R Kekki, T Salakoski, F Ginter
arXiv preprint arXiv:1910.01863, 2019
Identifying bank stress by deep learning of news
S Rönnqvist, P Sarlin
Workshop New Challenges in Neural Computation, 112, 2015
Alluvial SOTM: Visualizing transitions and changes in cluster structure of the Self-Organizing Time Map
S Rönnqvist, P Sarlin
Proceedings of the Eurographics Conference on Visualization (EuroVis’ 14 …, 2014
Green vs. non-green customer behavior: A self-organizing time map over greenness
AH Holmbom, S Rönnqvist, P Sarlin, T Eklund, B Back
2013 IEEE 13th International Conference on Data Mining Workshops, 529-535, 2013
Morphological tagging and lemmatization of Albanian: A manually annotated corpus and neural models
N Kote, M Biba, J Kanerva, S Rönnqvist, F Ginter
arXiv preprint arXiv:1912.00991, 2019
Predicting stock price and spread movements from news
P Wistbacka, S Rönnqvist, K Vozian, S Sagade
Proceedings of the 54th Hawaii International Conference on System Sciences, 1593, 2021
Investigation Into Machine Learning Models for Predicting Stock Price and Spread Movements From News Articles
P Wistbacka, S Rönnqvist, K Vozian, S Sagade
Available at SSRN 3619970, 2020
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