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Named entity recognition architecture combining contextual and global features


Dec 15, 2021
Tran Thi Hong Hanh, Antoine Doucet, Nicolas Sidere, Jose G. Moreno, Senja Pollak


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Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles


Oct 20, 2021
Boshko Koloski, Timen StepiĆĄnik-Perdih, Marko Robnik-Ć ikonja, Senja Pollak, BlaĆŸ Ć krlj


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Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning


Oct 17, 2021
BlaĆŸ Ć krlj, Marko Jukič, Nika ErĆŸen, Senja Pollak, Nada Lavrač


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Evaluation of contextual embeddings on less-resourced languages


Jul 22, 2021
Matej Ulčar, AleĆĄ Ćœagar, Carlos S. Armendariz, AndraĆŸ Repar, Senja Pollak, Matthew Purver, Marko Robnik-Ć ikonja

* 45 pages 

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JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification


Jun 17, 2021
Timen StepiĆĄnik Perdih, Senja Pollak, BlaĆŸ \v{Skrlj}


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Extending Neural Keyword Extraction with TF-IDF tagset matching


Jan 31, 2021
Boshko Koloski, Senja Pollak, BlaĆŸ Ć krlj, Matej Martinc


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Identification of COVID-19 related Fake News via Neural Stacking


Jan 11, 2021
Boshko Koloski, Timen StepiĆĄnik Perdih, Senja Pollak, BlaĆŸ Ć krlj

* Accepted to CONSTRAIN 2021 (AAAI) 

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COVID-19 therapy target discovery with context-aware literature mining


Jul 30, 2020
Matej Martinc, BlaĆŸ Ć krlj, Sergej Pirkmajer, Nada Lavrač, Bojan Cestnik, Martin MarzidovĆĄek, Senja Pollak

* Accepted to the 23rd International Conference on Discovery Science 

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AttViz: Online exploration of self-attention for transparent neural language modeling


May 12, 2020
BlaĆŸ Ć krlj, Nika ErĆŸen, Shane Sheehan, Saturnino Luz, Marko Robnik-Ć ikonja, Senja Pollak


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TNT-KID: Transformer-based Neural Tagger for Keyword Identification


Mar 20, 2020
Matej Martinc, BlaĆŸ Ć krlj, Senja Pollak

* Submitted to Natural Language Engineering journal 

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CoSimLex: A Resource for Evaluating Graded Word Similarity in Context


Dec 18, 2019
Carlos Santos Armendariz, Matthew Purver, Matej Ulčar, Senja Pollak, Nikola Ljubeơić, Marko Robnik-Ơikonja, Mark Granroth-Wilding, Kristiina Vaik


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Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift


Dec 02, 2019
Matej Martinc, Petra Kralj Novak, Senja Pollak

* Submitted to LREC 2020 

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Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic Feature Selection Methods


Aug 28, 2019
Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz


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Supervised and unsupervised neural approaches to text readability


Jul 31, 2019
Matej Martinc, Senja Pollak, Marko Robnik-Ć ikonja

* 29 pages, submitted to Computational Linguistic journal for review 

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Language comparison via network topology


Jul 16, 2019
BlaĆŸ Ć krlj, Senja Pollak


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RaKUn: Rank-based Keyword extraction via Unsupervised learning and Meta vertex aggregation


Jul 15, 2019
BlaĆŸ Ć krlj, AndraĆŸ Repar, Senja Pollak


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tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification


Apr 07, 2019
BlaĆŸ Ć krlj, Matej Martinc, Jan Kralj, Nada Lavrač, Senja Pollak


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