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cs.CL2025
KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization
Mingbo Song, Heming Xia, Jun Zhang +4
Speculative Decoding (SD) has emerged as a widely used paradigm to accelerate the inference of large language models (LLMs) without compromising generation quality. It works by eff…
cs.CL2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
Lei Geng, Xu Yan, Ziqiang Cao +6
Most biomedical pretrained language models are monolingual and cannot handle the growing cross-lingual requirements. The scarcity of non-English domain corpora, not to mention para…