2 citations · 2 across the 6 of their papers we have counts for
7 papers
sk-bench: A Native-First Benchmark for Evaluating Large Language Models in Slovak
Marek Šuppa, Ivan Vykopal, Andrej Ridzik +9
Multilingual LLM benchmarks omit Slovak, a morphologically rich West Slavic language of five million speakers, or cover it only by machine translation. We present sk-bench, a nativ…
Multi-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation Threats
Sebastian Kula, Martin Tamajka
In contemporary societies, the threat of disinformation has reached alarming levels, exacerbated by the proliferation of electronic communication, social media, and advancements in…
o-MEGA: Optimized Methods for Explanation Generation and Analysis
Ľuboš Kriš, Jaroslav Kopčan, Qiwei Peng +3
The proliferation of transformer-based language models has revolutionized NLP domain while simultaneously introduced significant challenges regarding model transparency and trustwo…
skLEP: A Slovak General Language Understanding Benchmark
Marek Šuppa, Andrej Ridzik, Daniel Hládek +5
In this work, we introduce skLEP, the first comprehensive benchmark specifically designed for evaluating Slovak natural language understanding (NLU) models. We have compiled skLEP…
AI Research is not Magic, it has to be Reproducible and Responsible: Challenges in the AI field from the Perspective of its PhD Students
Andrea Hrckova, Jennifer Renoux, Rafael Tolosana Calasanz +3
With the goal of uncovering the challenges faced by European AI students during their research endeavors, we surveyed 28 AI doctoral candidates from 13 European countries. The outc…
Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided Masking
Ivana Beňová, Jana Košecká, Michal Gregor +3
The dominant probing approaches rely on the zero-shot performance of image-text matching tasks to gain a finer-grained understanding of the representations learned by recent multim…
SlovakBERT: Slovak Masked Language Model
Matúš Pikuliak, Štefan Grivalský, Martin Konôpka +7
We introduce a new Slovak masked language model called SlovakBERT. This is to our best knowledge the first paper discussing Slovak transformers-based language models. We evaluate o…