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Freda Shi — most-cited papers & profile · Multimodal
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overview
Freda Shi
8
papers ·
180
citations ·
0
h-index
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Most-cited papers
The Mechanistic Emergence of Symbol Grounding in Language Models
2025
From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models
2026
Real Images, Worse Judgments: Evaluating Vision-Language Models on Concreteness and Imagery
2026
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
2025
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities
2024
Top co-authors
Ziqiao Ma
· 3
Joyce Chai
· 2
Ruoxi Ning
· 2
Shuyu Wu
· 2
Cihang Xie
· 1
Daniel Wei
· 1
Eric Huang
· 1
Fengyuan Hu
· 1
Hala Sheta
· 1
Hanqing Lu
· 1
Haoqin Tu
· 1
Hardy Chen
· 1
Topics
Vision-Language Models
Video-Language
Visual QA & Reasoning
Instruction Tuning
Benchmarks