2 papers
cs.LG2026
N-Gram Memories at Two Bits: Quantizing Lookup Tables in Large Language Models
Donghoon Han, Minseop Jung, Dong Woo Kwak +2
Conditional memory expands language-model capacity through selective lookup, but the full embedding table must remain available for every possible input. We introduce Conditional P…
cs.CL2026
Where Do Multilingual Vision-Language Encoders Fail on Low-Resource Languages?
Donghoon Han, SungHyun Moon, Aidyn Zhakatayev +2
Recent multilingual vision--language encoders cover hundreds of languages in a single model, yet on two state-of-the-art instances retrieval on low-resource languages (LRL; e.g. Sw…