Papers with GUI control
SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models (2026.eacl-long)
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| Challenge: | Existing methods for document understanding are memory-intensive and impractical for local deployments. |
| Approach: | They propose a document navigation expert that leverages a Chain of Scroll mechanism to selectively and recursively navigate documents, focusing exclusively on relevant segments. |
| Outcome: | The proposed method reduces memory usage and effectively models human-like reading behaviors. |