Amr Sharaf
Amr Sharaf has 2 papers in our library, in 2023–2024, most of them on Machine translation; often with Arul Menezes, Benjamin Van Durme, Hany Hassan Awadalla.
OpenAlex · h-index 9 · 26 works · 446 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 583 times in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #4132
Affiliations
🎓University of Maryland, College ParkCollege Park ·
United States2017–2021 · 8 papers🏢MicrosoftRedmond ·
United States2022–2023 · 2 papers🎓Alexandria UniversityAlexandria ·
Egypt2015 · 2 papers
Concepts, shelves and topics
📚 Shelves 4 Artificial Intelligence · 2 works Arts and Humanities · 2 works Computer Science · 2 works Language and Linguistics · 2 works
🧭 Topics 1 Machine translation · 2 works
Works by year
2020s
20241 paperContrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation20231 paperLeveraging GPT-4 for Automatic Translation Post-Editing
Papers
- Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation (2024 · 207 citations)
Mid-sized LLMs (7B/13B) translate reasonably well but still trail GPT-4 and the strongest WMT systems. The authors trace part of this gap to supervised fine-tuning (SFT). SFT copies reference translations, so the model can only be as good as those references. It also never teaches the model to avoid output that is… - Leveraging GPT-4 for Automatic Translation Post-Editing (2023 · 107 citations)
Even strong NMT systems sometimes produce badly broken output, so translations used in high-stakes settings still need post-editing.
All works
- How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation · original ↗ · no summary yet · arXiv:2302.09210Amr Hendy et al.2023 · 525 citations
- Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine TranslationHaoran Xu, Amr Sharaf, Yunmo Chen, et al.arXiv:2401.08417 · 207 citations
- Leveraging GPT-4 for Automatic Translation Post-EditingVikas Raunak, Amr Sharaf, Yiren Wang, et al.Findings of the Association for Computational Linguistics · 107 citations
Co-authors here
- Arul Menezes
- Benjamin Van Durme
- Hany Hassan Awadalla
- Haoran Xu
- Kenton Murray
- Lingfeng Shen
- Vikas Raunak
- Weiting Tan
- Yiren Wang
- Yunmo Chen
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
Cited by
Updated
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