1 citations · 1 across the 5 of their papers we have counts for
Showing 2026 · cs.CLShow all
3 papers · 2 filters
cs.CL2026
Lngram v2: Latent N-Gram Memory with Interpretable Discrete Representations
Yunao Zheng, Bin Wen, Xiaojie Wang +12
Transformers lack a native lookup mechanism, requiring repeated dense computation to recognize and reuse local static patterns. Lngram v1 introduces tokenizer-independent condition…
cs.CL2026
Lngram: N-gram Conditional Memory in Latent Space
Yunao Zheng, Guoyang Xia, Xiaojie Wang +1
Sequence modeling requires both compositional reasoning and local static knowledge retrieval, yet standard Transformers handle both through dense computation. Engram partially deco…
cs.CL2026
ROSA-Tuning: Enhancing Long-Context Modeling via Suffix Matching
Yunao Zheng, Xiaojie Wang, Lei Ren +1
Long-context capability and computational efficiency are among the central challenges facing today's large language models. Existing efficient attention methods reduce computationa…