Peter Izsak
Peter Izsak has 2 papers in our library, in 2022–2024, most of them on Language models & pretraining; often with Adi Haviv, Danqi Chen, Howard Yen.
OpenAlex · h-index 7 · 22 works · 647 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 163 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7188
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 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- Transformer Language Models without Positional Encodings Still Learn Positional Information (2022 · 111 citations)
Self-attention in transformers ignores token order, so language models usually receive explicit position information through embeddings or attention biases. - HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly (2024 · 55 citations)
Developers of long-context language models (LCLMs) tend to report synthetic needle-in-a-haystack (NIAH) scores or a hand-picked set of datasets.
All works
- How to Train BERT with an Academic Budget ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetPeter Izsak, Moshe Berchansky, Omer Levy2021 · 130 citations
- Transformer Language Models without Positional Encodings Still Learn Positional InformationarXiv:2203.16634Adi Haviv, Ori Ram, Ofir Press, et al.2022 · 111 citations
- HELMET: How to Evaluate Long-Context Language Models Effectively and ThoroughlyarXiv:2410.02694Howard Yen, Tianyu Gao, Minmin Hou, et al.2024 · 55 citations
Co-authors here
Venues
- Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Cited by
Updated
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