A semantic hierarchical graph neural network for text classification

no code implementations • 15 Sep 2022 • Shuai Hua, Xinxin Li, Yunpeng Jing, Qunfeng Liu

The key to the text classification task is language representation and important information extraction, and there are many related studies.

Sentence text-classification +1

Hotel2vec: Learning Attribute-Aware Hotel Embeddings with Self-Supervision

no code implementations • 30 Sep 2019 • Ali Sadeghian, Shervin Minaee, Ioannis Partalas, Xinxin Li, Daisy Zhe Wang, Brooke Cowan

We propose a neural network architecture for learning vector representations of hotels.

Attribute

Efficient Super Resolution For Large-Scale Images Using Attentional GAN

no code implementations • 12 Dec 2018 • Harsh Nilesh Pathak, Xinxin Li, Shervin Minaee, Brooke Cowan

At Expedia Group, we were tasked with generating images of at least 2000px for display on the website, four times greater than the sizes typically reported in the literature.

Generative Adversarial Network Image Super-Resolution +1

Simple Maximum Entropy Models for Multilingual Coreference Resolution

no code implementations • WS 2012 • Xinxin Li, Xuan Wang, Xingwei Liao

coreference-resolution

Zhijun Wu: Chinese Semantic Dependency Parsing with Third-Order Features

no code implementations • SEMEVAL 2012 • Zhijun Wu, Xuan Wang, Xinxin Li

Semantic Dependency Parsing Semantic Role Labeling +1