Marek Suppa
18 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (35) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint
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Mega-Team · Legion
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Learning Paradigms · Artificial Intelligence
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Keywords
large language model
(7)
low-resource language
(6)
retrieval-augmented generation
(4)
named entity recognition
(4)
sentiment analysis
(3)
zero-shot learning
(3)
slovak language
(3)
language model
(2)
machine translation
(2)
multilingual model
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few-shot learning
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multilingual benchmark
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prompt engineering
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text embedding
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question answering
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data augmentation
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multilingual nlp
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text classification
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Papers
RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar
SemEval 2026
SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation
ACL 2026
Enhancing BERT Fine-Tuning for Sentiment Analysis in Lower-Resourced Languages
IJCNLP 2025
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
RAGthoven: A Configurable Toolkit for RAG-enabled LLM Experimentation
COLING 2025
RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling
SemEval 2025
skLEP: A Slovak General Language Understanding Benchmark
ACL 2025
SlovakBabyLM: Replication of the BabyLM and Sample-efficient Pretraining for a Low-Resource Language
EMNLP 2025
Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems
EMNLP 2025
When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods
ACL 2025
Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA
EACL 2024
Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš
NAACL 2024
SlovakSum: A Large Scale Slovak Summarization Dataset
COLING 2024
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark
NAACL 2024
Prompterator: Iterate Efficiently towards More Effective Prompts
EMNLP 2023
WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition
EACL 2023
Benchmarking Pre-trained Language Models for Multilingual NER: TraSpaS at the BSNLP2021 Shared Task
EACL 2021
Cost-effective Deployment of BERT Models in Serverless Environment
NAACL 2021