conftrace_

speculative sampling

8 papers

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SS

Co-occurring keywords

inference acceleration (244) large language model (13587) inference optimization (219) language model (4599) text generation (2913) watermark injection (1) no-go theorem (3) language model inference (18) gpu optimization (27) hardware accelerator (11)

Papers

Re-SpS: A Reinforcement Learning Approach to Speculative Sampling AAAI 2026
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025
Speculative Safety-Aware Decoding EMNLP 2025
Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner EMNLP 2025
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models NIPS 2024
Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024
Speculative Sampling in Variational Autoencoders for Dialogue Response Generation EMNLP 2021