ByteDance Seed proposes Cola2 for hierarchical language modeling with semantic compression

ByteDance-Seed · hf · 2026-10-23

ByteDance Seed, with HKU, Peking University, and Renmin University, proposes Cola2, which jointly optimizes continuous semantic compression, reconstruction-generation balance, and encoder-decoder co-adaptation for hierarchical language generation, using dynamic span segmentation, masked diffusion decoding, and flow-matching priors.

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