Ehud Karpas
Ehud Karpas has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Efficient models & compression; often with Akhiad Bercovich, Amnon Shashua, Ido Galil.
OpenAlex · h-index 2 · 6 works · 96 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 140 times in our library · ⭐ Paper Stars ranking: #8126
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEfficient models & compression · 1 work
Works by year
2020s
Papers
- Parallel Context Windows for Large Language Models (2023 · 102 citations)
Off-the-shelf large language models can only read a fixed number of tokens at once. This limits in-context learning, multi-document question answering and other long-input uses. Earlier fixes usually needed specially trained architectures. The authors propose Parallel Context Windows (PCW), which works with any… - Puzzle: Distillation-Based NAS for Inference-Optimized LLMs (2024 · 10 citations)
Serving large language models is costly, and standard transformers stack identical layers that suit training stability rather than cheap inference.
Co-authors here
- Akhiad Bercovich
- Amnon Shashua
- Ido Galil
- Inbal Magar
- Kevin Leyton-Brown
- Mohammad Dabbah
- Nir Ratner
- Omri Abend
- Ori Ram
- Tomer Ronen
- Yoav Levine
- Yoav Shoham
Venues
Cited by
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