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Minsang Seok

2 accepted papers

2025

Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation

ICML 2025poster

Model merging has emerged as a powerful technique for combining task-specific weights, achieving superior performance in multi-target domain adaptation. However, when applied to practical scenarios, such as quantized models, new challenges arise. In practical scenarios, quantization is often applied…

2025

SEAL: Scaling to Emphasize Attention for Long-Context Retrieval

ACL 2025long

While many advanced LLMs are designed to handle long sequence data, we can still observe notable quality degradation even within the sequence limit. In this work, we introduce a novel approach called Scaling to Emphasize Attention for Long-context retrieval (SEAL), which enhances the retrieval perfo…