Search Results for author: Chiyu Song

Found 3 papers, 3 papers with code

Understanding In-Context Learning from Repetitions

1 code implementation30 Sep 2023 Jianhao Yan, Jin Xu, Chiyu Song, Chenming Wu, Yafu Li, Yue Zhang

This paper explores the elusive mechanism underpinning in-context learning in Large Language Models (LLMs).

In-Context Learning Text Generation

Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems

1 code implementation2 Jun 2021 Chiyu Song, Hongliang He, Haofei Yu, Pengfei Fang, Leyang Cui, Zhenzhong Lan

The current state-of-the-art ranking methods mainly use an encoding paradigm called Cross-Encoder, which separately encodes each context-candidate pair and ranks the candidates according to their fitness scores.

Computational Efficiency Conversational Response Selection

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