Multimodal Reasoning
LLMs Can Evolve Continually on Modality for X-Modal Reasoning
·2222 words·11 mins·
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Multimodal Learning
Multimodal Reasoning
🏢 Dalian University of Technology
PathWeave: A novel framework enabling Multimodal LLMs to continually evolve on modality, achieving comparable state-of-the-art performance with 98.73% less training burden!
Enhancing LLM Reasoning via Vision-Augmented Prompting
·2157 words·11 mins·
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Multimodal Learning
Multimodal Reasoning
🏢 Zhejiang University
Vision-Augmented Prompting (VAP) boosts LLM reasoning by automatically generating images from textual problem descriptions, incorporating visual-spatial clues to significantly improve accuracy across …
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
·4338 words·21 mins·
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AI Generated
Multimodal Learning
Multimodal Reasoning
🏢 Carnegie Mellon University
Emotion-LLaMA: A new multimodal large language model excels at emotion recognition and reasoning, outperforming existing models and leveraging a newly created dataset, MERR.