Amir Globerson

Courant Institute of Mathematical Sciences, School of Engineering and Applied Sciences, New York University, Harvard University, Google Research, Google Research Tel-Aviv University

Google Research

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)

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Maya Bechler-Speicher (1)Gilad Yehudai (1)Gil Harari (1)Clayton Sanford (1)

Papers (1)

May 21, 2026

Google ResearchMay 21, 2026·also Courant Institute of Mathematical, Harvard, NYU, School of Engineering and Applied

Lost in Tokenization: Fundamental Trade-offs in Graph Tokenization for Transformers

Graph transformers can be fundamentally limited by their tokenization strategy, as some tokenizations provably preclude efficient learning of structural representations realizable with other tokenizations.

Maya Bechler-Speicher, Gilad Yehudai, Gil Harari +3

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing

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Amir Globerson

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)