Pecher, Branislav

1. Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance
   2024/02/20 by Pecher, Branislav, Srba, Ivan, Bielikova, Maria · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Automatic Combination of Sample Selection Strategies for Few-Shot Learning
   2024/02/05 by Pecher, Branislav, Srba, Ivan, Bielikova, Maria +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in LLM-based Text Augmentation for Classification
   2024/10/14 by Ján Čegiň, Branislav Pecher, Cegin, Jan +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies