most citedEvaluating the Retrieval Robustness of Large Language Models

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cs.CV2026

Efficient Reasoning via Thought Compression for Language Segmentation

Qing Zhou, Shiyu Zhang, Yuyu Jia +4

Chain-of-thought (CoT) reasoning has significantly improved the performance of large multimodal models in language-guided segmentation, yet its prohibitive computational cost, stem…