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Zipeng Gao

2 accepted papers

2025

Multi-Branch Self-Drafting for LLM Inference Acceleration

AAAI 2025technical

The autoregressive decoding paradigm endows large language models (LLMs) with superior language generation capabilities; however, its step-by-step decoding process inherently limits decoding speed. To mitigate these constraints, the prevalent “draft and validation” strategy enables parallel validati…

2024

Dialogues Are Not Just Text: Modeling Cognition for Dialogue Coherence Evaluation

AAAI 2024technical

The generation of logically coherent dialogues by humans relies on underlying cognitive abilities. Based on this, we redefine the dialogue coherence evaluation process, combining cognitive judgment with the basic text to achieve a more human-like evaluation. We propose a novel dialogue evaluation fr…