2024 "language model inference" Papers

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Bifurcated Attention for Single-Context Large-Batch Sampling

Ben Athiwaratkun, Sujan Kumar Gonugondla, Sanjay Krishna Gouda et al.

ICML 2024poster

ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference

Ziqian Zeng, Yihuai Hong, Hongliang Dai et al.

AAAI 2024paperarXiv:2312.11882

Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo

Stephen Zhao, Rob Brekelmans, Alireza Makhzani et al.

ICML 2024posterarXiv:2404.17546