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cs.CL2025
Is Free Self-Alignment Possible?
Dyah Adila, Changho Shin, Yijing Zhang +1
Aligning pretrained language models (LMs) often requires large-scale preference data and substantial computational resources. These costs become even more prohibitive for multi-obj…
cs.CL2024
Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction
Amanda Dsouza, Christopher Glaze, Changho Shin +1
Large language models are prominently used in real-world applications, often tasked with reasoning over large volumes of documents. An exciting development in this space is models…