Bob Mankoff

B-Thinking-2506 (Team et al., 2025), LlamaV-o1 (Thawakar et al., 2025), and Qwen2.5-VL at

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Hatice Vural (1)Hatice Merve Vural (1)Doga Kukul (1)Ege Erdem Ozlu (1)

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Apr 16, 2026

Hatice Vural +8Apr 16, 2026·also B-Thinking-2506 (Team et al., Hacettepe University, Koç University

Learning to Think Like a Cartoon Captionist: Incongruity-Resolution Supervision for Multimodal Humor Understanding

Forget scaling laws: teaching models *how* to think like a cartoonist unlocks expert-level humor understanding, even surpassing larger black-box models.

Hatice Vural, Hatice Merve Vural, Doga Kukul +6

Eval Frameworks & Benchmarks Multimodal Models Reasoning & Chain-of-Thought

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Bob Mankoff

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)