Search Results for author: Huasha Zhao

Found 7 papers, 3 papers with code

TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search

2 code implementations15 Jan 2021 Jason Yue Zhu, Yanling Cui, Yuming Liu, Hao Sun, Xue Li, Markus Pelger, Tianqi Yang, Liangjie Zhang, Ruofei Zhang, Huasha Zhao

Text encoders based on C-DSSM or transformers have demonstrated strong performance in many Natural Language Processing (NLP) tasks.

Natural Language Understanding

Graph Convolution for Multimodal Information Extraction from Visually Rich Documents

no code implementations NAACL 2019 Xiaojing Liu, Feiyu Gao, Qiong Zhang, Huasha Zhao

In VRDs, visual and layout information is critical for document understanding, and texts in such documents cannot be serialized into the one-dimensional sequence without losing information.

document understanding Entity Extraction using GAN

Recommending Complementary Products in E-Commerce Push Notifications with a Mixture Model Approach

no code implementations25 Jul 2017 Huasha Zhao, Luo Si, Xiaogang Li, Qiong Zhang

The item with the highest predicted open rate is then chosen to be included in the push notification message for each user.

Product Recommendation

SAME but Different: Fast and High-Quality Gibbs Parameter Estimation

2 code implementations18 Sep 2014 Huasha Zhao, Biye Jiang, John Canny

SAME (State Augmentation for Marginal Estimation) \cite{Doucet99, Doucet02} is an approach to MAP parameter estimation which gives improved parameter estimates over direct Gibbs sampling.

Bayesian Inference Vocal Bursts Intensity Prediction

Sparse Allreduce: Efficient Scalable Communication for Power-Law Data

no code implementations11 Dec 2013 Huasha Zhao, John Canny

Many large datasets exhibit power-law statistics: The web graph, social networks, text data, click through data etc.

Clustering Topic Models

Cannot find the paper you are looking for? You can Submit a new open access paper.