no code implementations • 17 Aug 2023 • Dong Wang, Kavé Salamatian, Yunqing Xia, Weiwei Deng, Qi Zhiang
Although deep pre-trained language models have shown promising benefit in a large set of industrial scenarios, including Click-Through-Rate (CTR) prediction, how to integrate pre-trained language models that handle only textual signals into a prediction pipeline with non-textual features is challenging.
1 code implementation • 26 Jun 2023 • Junyan Li, Li Lyna Zhang, Jiahang Xu, Yujing Wang, Shaoguang Yan, Yunqing Xia, Yuqing Yang, Ting Cao, Hao Sun, Weiwei Deng, Qi Zhang, Mao Yang
Deploying pre-trained transformer models like BERT on downstream tasks in resource-constrained scenarios is challenging due to their high inference cost, which grows rapidly with input sequence length.
no code implementations • LREC 2014 • Guoyu Tang, Yunqing Xia, Weizhi Wang, Raymond Lau, Fang Zheng
We address the polysemy issue with a Bayesian model, and the synonymy issue by exploiting the Wikipedia redirections.
no code implementations • LREC 2012 • Yunqing Xia, Guoyu Tang, Peng Jin, Xia Yang
A preliminary evaluation with CLTC corpus indicates that the corpus is effective in evaluating cross-lingual topic detection methods.
no code implementations • LREC 2012 • Erik Cambria, Yunqing Xia, Amir Hussain
Thanks to the advent of Web 2. 0, the potential for opinion sharing today is unmatched in history.