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Ismael Boureima

2 papers · 2025–2025 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Silver

Venues

NAACL (2)

Top co-authors

Manish Bhattarai (2) Minh Vu (2) Daniel O’Malley (1) Kim Rasmussen (1) Vesselin Grantcharov (1) Vladimir Valtchinov (1) Ryan Barron (1) Javier E. Santos (1) Maksim Eren (1) Boian Alexandrov (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Core AI (2) Learning Types · Machine Learning (2) Computer Science (1) Deep Learning (1) Applications (1) Core Methods (1) Generation (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

contrastive learning (2) embedding alignment (2) retrieval-augmented generation (2) embedding learning (1) code generation (1) hierarchical clustering (1) hierarchical embedding alignment (1) large language model (1) fuzzy clustering (1) code translation (1) domain adaptation (1) matrix factorization (1)

Papers

Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025