Herumb Shandilya

1. GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
   2025/04/27 by Lakshya A Agrawal, Shangyin Tan, Agrawal, Lakshya A +33 · 7 voices · 71 citations
   Computer Science · #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG #cs.SE
2. Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
   2024/02/09 by Shivalika Singh, Singh, Shivalika, Freddie Vargus +63 · 19 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
3. Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
   2025/11/11 by Jon Saad-Falcon, Saad-Falcon, Jon, Avanika Narayan +27 · 7 voices · 4 citations
   #cs.DC #cs.AI #cs.CL #cs.LG
4. Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages
   2023/03/29 by Colin Leong, Herumb Shandilya, Leong, Colin +23 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling