Wolken, Samuel

1. Automated Annotation with Generative AI Requires Validation
   2023/05/31 by Nicholas Pangakis, Pangakis, Nicholas, Samuel Wolken +3 · 18 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
2. Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels
   2024/06/25 by Pangakis, Nicholas, Wolken, Samuel · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Keeping Humans in the Loop: Human-Centered Automated Annotation with Generative AI
   2024/09/14 by Nicholas Pangakis, Samuel Wolken, Pangakis, Nicholas +1 · 6 citations
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #AI-based Problem Solving and Planning