Marko Robnik-Šikonja

Marko Robnik-Šikonja

Univerza v Ljubljani

H-index: 29

Europe-Slovenia

About Marko Robnik-Šikonja

Marko Robnik-Šikonja, With an exceptional h-index of 29 and a recent h-index of 23 (since 2020), a distinguished researcher at Univerza v Ljubljani, specializes in the field of Machine Learning, Artificial Intelligence, Natural Language Processing, Network Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

English translation of the Slovene Natural Language Inference Dataset SI-NLI-en 1.0

Slovene Word Sense Disambiguation using Transfer Learning

Neural Metaphor Detection for Slovene

Dependency tree extraction tool STARK 2.0

Detection of depression on social networks using transformers and ensembles

Thesaurus of Modern Slovene 2.0

Feature construction using explanations of individual predictions

Measuring catastrophic forgetting in cross-lingual transfer paradigms: Exploring tuning strategies

Marko Robnik-Šikonja Information

University

Position

Professor od Computer Science and Informatics

Citations(all)

8329

Citations(since 2020)

4297

Cited By

5632

hIndex(all)

29

hIndex(since 2020)

23

i10Index(all)

55

i10Index(since 2020)

39

Email

University Profile Page

Univerza v Ljubljani

Google Scholar

View Google Scholar Profile

Marko Robnik-Šikonja Skills & Research Interests

Machine Learning

Artificial Intelligence

Natural Language Processing

Network Analytics

Top articles of Marko Robnik-Šikonja

Title

Journal

Author(s)

Publication Date

English translation of the Slovene Natural Language Inference Dataset SI-NLI-en 1.0

Matej Klemen

Aleš Žagar

Jaka Čibej

Marko Robnik-Šikonja

2024/3/19

Slovene Word Sense Disambiguation using Transfer Learning

Zoran Fijavž

Marko Robnik-Šikonja

2023

Neural Metaphor Detection for Slovene

CLARIN Annual Conference

Matej Klemen

Marko Robnik-Šikonja

2023/6/9

Dependency tree extraction tool STARK 2.0

Luka Krsnik

Kaja Dobrovoljc

Marko Robnik-Šikonja

2023/11/17

Detection of depression on social networks using transformers and ensembles

arXiv preprint arXiv:2305.05325

Ilija Tavchioski

Marko Robnik-Šikonja

Senja Pollak

2023/5/9

Thesaurus of Modern Slovene 2.0

Simon Krek

Cyprian Laskowski

Marko Robnik-Šikonja

Iztok Kosem

Špela Arhar Holdt

...

2023/11/15

Feature construction using explanations of individual predictions

Engineering Applications of Artificial Intelligence

Boštjan Vouk

Matej Guid

Marko Robnik-Šikonja

2023/4/1

Measuring catastrophic forgetting in cross-lingual transfer paradigms: Exploring tuning strategies

arXiv preprint arXiv:2309.06089

Boshko Koloski

Blaž Škrlj

Marko Robnik-Šikonja

Senja Pollak

2023/9/12

One model to rule them all: ranking Slovene summarizers

Aleš Žagar

Marko Robnik-Šikonja

2023/8/23

Sequence-to-sequence pretraining for a less-resourced Slovenian language

Frontiers in Artificial Intelligence

Matej Ulčar

Marko Robnik-Šikonja

2023/3/28

Enhancing deep neural networks with morphological information

Natural Language Engineering

Matej Klemen

Luka Krsnik

Marko Robnik-Šikonja

2023/3

Review of Natural Language Processing in Pharmacology

Dimitar Trajanov

Vangel Trajkovski

Makedonka Dimitrieva

Jovana Dobreva

Milos Jovanovik

...

2023/7/1

34. evropska poletna šola logike, jezika in informatike ESSLLI 2023

Slovenščina 2.0: empirične, aplikativne in interdisciplinarne raziskave

Matej Klemen

Aleš Žagar

Timotej Knez

Frenk Dragar

Marko Robnik-Šikonja

...

2023/12/22

To ban or not to ban: Bayesian attention networks for reliable hate speech detection

Cognitive Computation

Kristian Miok

Blaž Škrlj

Daniela Zaharie

Marko Robnik-Šikonja

2022/1

Corpus of academic Slovene KAS 2.0

Aleš Žagar

Matic Kavaš

Marko Robnik-Šikonja

Tomaž Erjavec

Darja Fišer

...

2022/2/4

Survey of nlp in pharmacology: Methodology, tasks, resources, knowledge, and tools

arXiv preprint arXiv: 2208.10228

Dimitar Trajanov

Vangel Trajkovski

Makedonka Dimitrieva

Jovana Dobreva

Milos Jovanovik

...

2022/8/22

Unified Question Answering in Slovene

arXiv preprint arXiv:2211.09159

Katja Logar

Marko Robnik-Šikonja

2022/11/16

Strojna analiza tematik in sentimenta slovenskih novičarskih medijev

Uporabna informatika

Jan Bajt

Marko Robnik-Šikonja

2022/5/4

Preventing deception with explanation methods using focused sampling

Data Mining and Knowledge Discovery

Domen Vreš

Marko Robnik-Šikonja

2022/12/9

Disease progression of hypertrophic cardiomyopathy: modeling using machine learning

JMIR Medical Informatics

Matej Pičulin

Tim Smole

Bojan Žunkovič

Enja Kokalj

Marko Robnik-Šikonja

...

2022/2/2

See List of Professors in Marko Robnik-Šikonja University(Univerza v Ljubljani)

Co-Authors

H-index: 47
Igor Kononenko

Igor Kononenko

Univerza v Ljubljani

H-index: 24
Matjaž Kukar

Matjaž Kukar

Univerza v Ljubljani

H-index: 23
Zoran Bosnić

Zoran Bosnić

Univerza v Ljubljani

H-index: 19
Erik Strumbelj

Erik Strumbelj

Univerza v Ljubljani

H-index: 18
Daniela Zaharie

Daniela Zaharie

Universitatea de Vest din Timisoara

H-index: 10
Jaka Čibej

Jaka Čibej

Univerza v Ljubljani

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