一作ICML 2026Poster· Deep Learning / Large Language Models
Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models
Jiyeon Kim · Sungik Choi · Yongrae Jo · Moontae Lee · Minjoon Seo
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Jiyeon Kim · Sungik Choi · Yongrae Jo · Moontae Lee · Minjoon Seo
Jiyeon Kim · Hyunji Lee · Dylan Zhou · Sue Hyun Park · Seunghyun Yoon · Trung Bui · Franck Dernoncourt · Sungmin Cha · Minjoon Seo
LLMs operating in dynamic real-world contexts often encounter knowledge that evolves continuously or emerges incrementally. To remain accurate and effective, models must adapt to newly arriving information on the fly. We introduce Online Adaptation to Continual Knowledge Streams(OAKS) to evaluate...