Marko Robnik-Sikonja
11 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Venues
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Research topics
Artificial Intelligence
(7)
Machine Learning
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Natural Language Processing
(7)
Resources & Methods
(5)
Core AI
(4)
Core Methods
(4)
Generation
(3)
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Deep Learning
(2)
Applications
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Optimization & Theory
(2)
Understanding
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Interdisciplinary
(1)
Architectures
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Keywords
multilingual nlp
(2)
transformer language model
(2)
natural language processing
(2)
binary classification
(1)
text classification
(1)
uncertainty quantification
(1)
cross-lingual transfer
(1)
natural language inference
(1)
low-resource language
(1)
model interpretability
(1)
extractive summarization
(1)
named entity recognition
(1)
bert model
(1)
multilingual summarization
(1)
knowledge base
(1)
dataset creation
(1)
patronizing language detection
(1)
network analysis
(1)
sentiment analysis
(1)
semi-supervised learning
(1)
Papers
LLMSegm: Surface-level Morphological Segmentation Using Large Language Model
COLING 2024
SENTA: Sentence Simplification System for Slovene
COLING 2024
SI-NLI: A Slovene Natural Language Inference Dataset and Its Evaluation
COLING 2024
ULFRI at SemEval-2022 Task 4: Leveraging uncertainty and additional knowledge for patronizing and condescending language detection
SemEval 2022
BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers
EACL 2021
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions
EACL 2021
Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces
EACL 2021
Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages
EACL 2021
Unsupervised Approach to Multilingual User Comments Summarization
EACL 2021
Bayesian Methods for Semi-supervised Text Annotation
COLING 2020
NetSDM: Semantic Data Mining with Network Analysis
JMLR 2019