no code implementations • 6 Jul 2023 • Helia Hashemi, Yong Zhuang, Sachith Sri Ram Kothur, Srivas Prasad, Edgar Meij, W. Bruce Croft
In information retrieval (IR), domain adaptation is the process of adapting a retrieval model to a new domain whose data distribution is different from the source domain.
no code implementations • 1 Feb 2022 • Jishnu Ray Chowdhury, Yong Zhuang, Shuyi Wang
Paraphrase generation is a fundamental and long-standing task in natural language processing.
no code implementations • 13 Oct 2021 • Yujie Lu, Chao Huang, Huanli Zhan, Yong Zhuang
FedNLG first pre-trains parameters of standard neural conversational model over a large dialogue corpus, and then fine-tune the model parameters and persona embeddings on specific datasets, in a federated manner.
no code implementations • 10 Oct 2018 • Rashad Eletreby, Yong Zhuang, Kathleen M. Carley, Osman Yağan
In this paper, we investigate the evolution of spreading processes on complex networks with the aim of i) revealing the role of evolution on the threshold, probability, and final size of epidemics; and ii) exploring the interplay between the structural properties of the network and the dynamics of evolution.
Physics and Society Social and Information Networks
3 code implementations • RecSys 2016 • Yuchin Juan, Yong Zhuang, Wei-Sheng Chin, Chih-Jen Lin
Models based on degree-2 polynomial mappings and factorization machines (FMs) are widely used for this task.