I’m a first-year PhD candidate in the Schwartslab of Huji-NLP at the Hebrew University. I’m currently on a full-year research visit at DILL Lab with Swabha Swayamdipta.

I'm broadly interested in how language models form and organize meaning internally: how they encode words, facts, and concepts into structured internal representations. My research investigates this hidden architecture to understand what models know, how they know it, and how leveraging that structure can make them more faithful, efficient, and interpretable.

When I’m not delving into cutting-edge NLP challenges, I’m a passionate Tel Aviv fan, a devoted cat parent, a sea lover, and arguably the most enthusiastic reader around.

Tel Aviv Art Decal

News

Publications

Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models

ACL 2026

Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models

Guy Kaplan*, Michael Toker*, Yuval Reif, Yonatan Belinkov, Roy Schwartz (*equal contribution)

Vocab Diet: Reshaping the Vocabularies of LLMs with Vector Arithmetic

ACL Findings 2026

Vocab Diet: Reshaping the Vocabularies of LLMs with Vector Arithmetic

Yuval Reif, Guy Kaplan, Roy Schwartz

From Tokens to Words: On the Inner Lexicon of LLMs

ICLR 2025

From Tokens to Words: On the Inner Lexicon of LLMs

Guy Kaplan, Matanel Oren, Yuval Reif, Roy Schwartz

Preprints

SFT-Induced Hallucinations as a Continual Learning Problem

SFT-Induced Hallucinations as a Continual Learning Problem

Guy Kaplan, Zorik Gekhman, Zhen Zhu, Yuval Reif, Lotem Rozner, Swabha Swayamdipta, Derek Hoiem, Roy Schwartz

More Than Words: Compositional Tokenization for Efficient Language Models

More Than Words: Compositional Tokenization for Efficient Language Models

Yuval Reif, Guy Kaplan, Roy Schwartz

Education

Aug. 2025 – Present

The Hebrew University of Jerusalem

PhD Student, Computer Science

Advisor: Prof. Roy Schwartz

Oct. 2022 – Aug. 2025

The Hebrew University of Jerusalem

M.Sc., Computer Science

Advisor: Prof. Roy Schwartz

Thesis: The Inner Lexicon of Large Language Models

Oct. 2019 – Jun. 2022

The Open University of Israel

B.Sc., Computer Science

Oct. 2019 – Jun. 2022

Tel Aviv University

B.A., Economics

2014

University of Haifa

B.A., General Studies, Magna Cum Laude

Experience

Sep. 2025 – Present
Oct. 2023 – Present

Chief Scientist Officer, Bright Forensic Innovations

Mar. 2024 – Jan. 2025

Data Scientist, Microsoft

Mar. 2022 – Mar. 2024

Software Engineer, Microsoft

Oct. 2011 – Sep. 2019

Naval Officer (Major), Israeli Navy, Air Patrol Unit