Itay Dalmedigos
Itay Dalmedigos has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Information retrieval & search; often with Amnon Shashua, Barak Lenz, Dor Muhlgay.
OpenAlex · h-index 4 · 6 works · 516 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 502 times in our library · ⭐ Paper Stars ranking: #2572
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksInformation retrieval & search · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Retrieval-augmented generation · 1 work
Works by year
2020s
Papers
- In-Context Retrieval-Augmented Language Models (2023 · 793 citations)
Language models often fabricate facts and do not indicate where they obtained their information. Retrieval-augmented approaches that draw on external documents (RALM) mitigate this problem. However, known solutions such as RETRO modify the model architecture and require additional training, so they are rarely used in… - Jamba: A Hybrid Transformer-Mamba Language Model (2024 · 159 citations)
Transformers model language well, but on long texts they are held back by a large KV cache and slow generation.
Co-authors here
- Amnon Shashua
- Barak Lenz
- Dor Muhlgay
- Kevin Leyton-Brown
- Omri Abend
- Ori Ram
- Shai Shalev-Shwartz
- Yoav Levine
- Yoav Shoham
- Yonatan Belinkov
Venues
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2023
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/itay-dalmedigos/