Papers by Tautvydas Misiūnas
Self-play through Computational Runtimes improves Chart Reasoning (2025.findings-acl)
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| Challenge: | Vision-language models (VLMs) achieve impressive zero-shot performance on multimodal reasoning tasks. |
| Approach: | They propose a self-play programming interface which leverages visual reasoning models to generate code to decompose a complex visual reasoning task in sub-tasks and use it as a tool to solve decomposed tasks. |
| Outcome: | The proposed approach outperforms baselines on difficult chart reasoning benchmarks. |