no code implementations • 12 Feb 2024 • Zonghan Yang, An Liu, Zijun Liu, Kaiming Liu, Fangzhou Xiong, Yile Wang, Zeyuan Yang, Qingyuan Hu, Xinrui Chen, Zhenhe Zhang, Fuwen Luo, Zhicheng Guo, Peng Li, Yang Liu
We also conduct proof-of-concept studies by introducing realistic features to WebShop, including user profiles to demonstrate intentions, personalized reranking for complex environmental dynamics, and runtime cost statistics to reflect self-constraints.
1 code implementation • 24 Oct 2023 • Zeyuan Yang, Peng Li, Yang Liu
Large Language Models (LLMs) have showcased impressive performance.
no code implementations • 28 Jan 2023 • Zeyuan Yang, Zonghan Yang, Peng Li, Yang Liu
The basic idea is to adopt a restricted orthogonal constraint allowing parameters optimized in the direction oblique to the whole frozen space to facilitate forward knowledge transfer while consolidating previous knowledge.
1 code implementation • 14 May 2021 • Zhixing Tan, Zeyuan Yang, Meng Zhang, Qun Liu, Maosong Sun, Yang Liu
With the rapid development of artificial intelligence (AI), there is a trend in moving AI applications, such as neural machine translation (NMT), from cloud to mobile devices.
no code implementations • 1 Jan 2021 • Lulu Zhao, Zeyuan Yang, Weiran Xu, Sheng Gao, Jun Guo
In this paper, we present a Knowledge Graph Enhanced Dual-Copy network (KGEDC), a novel framework for abstractive dialogue summarization with conversational structure and factual knowledge.
no code implementations • 11 Mar 2020 • Rentao Gu, Zeyuan Yang, Yuefeng Ji
The use cases are analyzed and compared according to the used ML techniques.