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multimodal instruction tuning

10 papers

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Co-occurring keywords · papers mentioning both

multimodal large language model (4) large multimodal model (4) instruction tuning (4) synthetic data generation (3) vision-language model (2) multimodal learning (2) multimodal balance coefficient (1) abstract image (1) reasoning failure (1) generative vision-language model (1)

Papers

CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product AAAI 2026 Learning from Reasoning Failures via Synthetic Data Generation AAAI 2026 CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025 Harnessing Webpage UIs for Text-Rich Visual Understanding ICLR 2025 Inst3D-LMM: Instance-Aware 3D Scene Understanding with Multi-modal Instruction Tuning CVPR 2025 MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ACL 2025 Re-Imagining Multimodal Instruction Tuning: A Representation View ICLR 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 An Examination of the Compositionality of Large Generative Vision-Language Models NAACL 2024 Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024