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most citedThe Large Area Telescope on the Fermi Gamma-ray Space Telescope Mission

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cs.CL2025

Confidence-Modulated Speculative Decoding for Large Language Models

Jaydip Sen, Subhasis Dasgupta, Hetvi Waghela

Speculative decoding has emerged as an effective approach for accelerating autoregressive inference by parallelizing token generation through a draft-then-verify paradigm. However,…

cs.CL2025★ 1 cited

Multi-Amateur Contrastive Decoding for Text Generation

Jaydip Sen, Subhasis Dasgupta, Hetvi Waghela

Contrastive Decoding (CD) has emerged as an effective inference-time strategy for enhancing open-ended text generation by exploiting the divergence in output probabilities between…