Kocielnik, Rafal

1. Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases
   2021/12/15 by Prabhumoye, Shrimai, Kocielnik, Rafal, Shoeybi, Mohammad +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models
   2023/02/14 by Kocielnik, Rafal, Prabhumoye, Shrimai, Zhang, Vivian +3 · 3 citations
   #68T50 #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.7 #J.5 #K.4.1
3. The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs
   2025/09/03 by Han, Pengrui, Kocielnik, Rafal, Song, Peiyang +4 · 9 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs
   2024/02/19 by Pengrui Han, Rafał Kocielnik, Han, Pengrui +8 · 2 citations
   Computer Science · Health Professions · Neuroscience · #68T50 #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.7 #K.4.1
5. Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions
   2022/11/21 by Kocielnik, Rafal, Kangaslahti, Sara, Prabhumoye, Shrimai +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences