Pereg, Oren

1. Efficient Few-Shot Learning Without Prompts
   2022/09/22 by Lewis Tunstall, Nils Reimers, Tunstall, Lewis +11 · 20 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
   2025/01/31 by Nadav Timor, Timor, Nadav, Jonathan Mamou +13 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
3. Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models
   2024/05/07 by Mamou, Jonathan, Pereg, Oren, Korat, Daniel +4 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. TangoBERT: Reducing Inference Cost by using Cascaded Architecture
   2022/04/13 by Mamou, Jonathan, Pereg, Oren, Wasserblat, Moshe +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences