Alert button
Picture for Ivan Srba

Ivan Srba

Alert button

Automatic Combination of Sample Selection Strategies for Few-Shot Learning

Feb 05, 2024
Branislav Pecher, Ivan Srba, Maria Bielikova, Joaquin Vanschoren

Viaarxiv icon

Authorship Obfuscation in Multilingual Machine-Generated Text Detection

Jan 15, 2024
Dominik Macko, Robert Moro, Adaku Uchendu, Ivan Srba, Jason Samuel Lucas, Michiharu Yamashita, Nafis Irtiza Tripto, Dongwon Lee, Jakub Simko, Maria Bielikova

Viaarxiv icon

Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation

Jan 12, 2024
Jan Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Maria Bielikova, Peter Brusilovsky

Viaarxiv icon

On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review

Dec 02, 2023
Branislav Pecher, Ivan Srba, Maria Bielikova

Figure 1 for On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review
Figure 2 for On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review
Figure 3 for On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review
Figure 4 for On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review
Viaarxiv icon

Disinformation Capabilities of Large Language Models

Nov 15, 2023
Ivan Vykopal, Matúš Pikuliak, Ivan Srba, Robert Moro, Dominik Macko, Maria Bielikova

Figure 1 for Disinformation Capabilities of Large Language Models
Figure 2 for Disinformation Capabilities of Large Language Models
Figure 3 for Disinformation Capabilities of Large Language Models
Figure 4 for Disinformation Capabilities of Large Language Models
Viaarxiv icon

A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts

Nov 14, 2023
Nafis Irtiza Tripto, Saranya Venkatraman, Dominik Macko, Robert Moro, Ivan Srba, Adaku Uchendu, Thai Le, Dongwon Lee

Viaarxiv icon

Is it indeed bigger better? The comprehensive study of claim detection LMs applied for disinformation tackling

Nov 10, 2023
Martin Hyben, Sebastian Kula, Ivan Srba, Robert Moro, Jakub Simko

Viaarxiv icon

MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark

Oct 20, 2023
Dominik Macko, Robert Moro, Adaku Uchendu, Jason Samuel Lucas, Michiharu Yamashita, Matúš Pikuliak, Ivan Srba, Thai Le, Dongwon Lee, Jakub Simko, Maria Bielikova

Viaarxiv icon

Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification

Aug 14, 2023
Olesya Razuvayevskaya, Ben Wu, Joao A. Leite, Freddy Heppell, Ivan Srba, Carolina Scarton, Kalina Bontcheva, Xingyi Song

Figure 1 for Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
Figure 2 for Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
Figure 3 for Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
Figure 4 for Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
Viaarxiv icon

Multilingual Previously Fact-Checked Claim Retrieval

May 13, 2023
Matúš Pikuliak, Ivan Srba, Robert Moro, Timo Hromadka, Timotej Smolen, Martin Melisek, Ivan Vykopal, Jakub Simko, Juraj Podrouzek, Maria Bielikova

Figure 1 for Multilingual Previously Fact-Checked Claim Retrieval
Figure 2 for Multilingual Previously Fact-Checked Claim Retrieval
Figure 3 for Multilingual Previously Fact-Checked Claim Retrieval
Figure 4 for Multilingual Previously Fact-Checked Claim Retrieval
Viaarxiv icon