no code implementations • COLING 2022 • Jiayi Liu, Wei Wei, Zhixuan Chu, Xing Gao, Ji Zhang, Tan Yan, Yulin kang
Although the Conditional Variational Auto-Encoder (CVAE) model can generate more diversified responses than the traditional Seq2Seq model, the responses often have low relevance with the input words or are illogical with the question.
no code implementations • 10 Jan 2024 • Yukun Feng, Yangming Shi, Fengze Liu, Tan Yan
By implementing MGTC with the masking ratio of 25\%, we further augment accuracy by 0. 1 and simultaneously reduce computational costs by over 31\% on Kinetics-400.
no code implementations • 20 Sep 2022 • Jiayi Liu, Wei Wei, Zhixuan Chu, Xing Gao, Ji Zhang, Tan Yan, Yulin kang
Although the Conditional Variational AutoEncoder (CVAE) model can generate more diversified responses than the traditional Seq2Seq model, the responses often have low relevance with the input words or are illogical with the question.
no code implementations • 22 Aug 2022 • Zhixuan Chu, Hui Ding, Guang Zeng, Yuchen Huang, Tan Yan, Yulin kang, Sheng Li
In this paper, we provide an in-depth analysis of the underlying parse tree-like structure involved in the effect prediction task and we further establish a Hierarchical Capsule Prediction Network (HapNet) for predicting the effects of marketing campaigns.
1 code implementation • ACL 2022 • Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Tan Yan, Tian Lan, Wei Wei, Xian-Ling Mao
In this paper, we propose XPR, a cross-lingual phrase retriever that extracts phrase representations from unlabeled example sentences.
no code implementations • 29 Sep 2021 • Zhixuan Chu, Tan Yan, Yue Wu, Yi Xu, Cheng Zhang, Yulin kang
Time series forecasting has historically been a key area of academic research and industrial applications.
no code implementations • 8 Nov 2019 • Tan Yan, He-Yan Huang, Xian-Ling Mao
We introduce a new scientific named entity recognizer called SEPT, which stands for Span Extractor with Pre-trained Transformers.
no code implementations • 29 Jul 2019 • Rong-Cheng Tu, Xian-Ling Mao, Bing Ma, Yong Hu, Tan Yan, Wei Wei, He-Yan Huang
Specifically, by an iterative optimization algorithm, DCHUC jointly learns unified hash codes for image-text pairs in a database and a pair of hash functions for unseen query image-text pairs.