Wen Tao
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
AI×1
Frequent co-authors
Research Timeline
2026
Towards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition
The paper introduces Partial Information Decomposition (PID) to quantitatively separate unique, redundant, and synergistic contributions of different modalities (e.g., vision, language) in multimodal language models, revealing distinct modality-use profiles for different task types.
Highlighted terms show continued research focus across papers