Search Results for author: Miao Fang

Found 3 papers, 2 papers with code

Asynchronous and Segmented Bidirectional Encoding for NMT

no code implementations19 Feb 2024 Jingpu Yang, Zehua Han, Mengyu Xiang, Helin Wang, Yuxiao Huang, Miao Fang

With the rapid advancement of Neural Machine Translation (NMT), enhancing translation efficiency and quality has become a focal point of research.

Machine Translation NMT +2

Efficient Reinforcemen Learning via Decoupling Exploration and Utilization

1 code implementation26 Dec 2023 Jingpu Yang, Qirui Zhao, Helin Wang, Yuxiao Huang, Zirui Song, Miao Fang

OPARL employs a unique dual-actor approach: an optimistic actor dedicated to exploration and a pessimistic actor focused on utilization, thereby effectively differentiating between exploration and utilization strategies.

reinforcement-learning

Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona

1 code implementation19 May 2023 Yihong Tang, Bo wang, Miao Fang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou

We design a Contrastive Latent Variable-based model (CLV) that clusters the dense persona descriptions into sparse categories, which are combined with the history query to generate personalized responses.

Dialogue Generation

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