4 code implementations • ACL 2017 • Rui Meng, Sanqiang Zhao, Shuguang Han, Daqing He, Peter Brusilovsky, Yu Chi
Keyphrase provides highly-condensed information that can be effectively used for understanding, organizing and retrieving text content.
1 code implementation • NAACL 2021 • Rui Meng, Xingdi Yuan, Tong Wang, Sanqiang Zhao, Adam Trischler, Daqing He
Recent years have seen a flourishing of neural keyphrase generation (KPG) works, including the release of several large-scale datasets and a host of new models to tackle them.
1 code implementation • EMNLP 2018 • Sanqiang Zhao, Rui Meng, Daqing He, Saptono Andi, Parmanto Bambang
Sentence simplification aims to reduce the complexity of a sentence while retaining its original meaning.
Ranked #3 on Text Simplification on ASSET
1 code implementation • ACL 2020 • Hui Su, Xiaoyu Shen, Sanqiang Zhao, Xiao Zhou, Pengwei Hu, Randy Zhong, Cheng Niu, Jie zhou
Neural network-based sequence-to-sequence (seq2seq) models strongly suffer from the low-diversity problem when it comes to open-domain dialogue generation.
no code implementations • WS 2017 • Danchen Zhang, Daqing He, Sanqiang Zhao, Lei LI
Frequent diseases often have more training data, which helps its classification to perform better than that of an infrequent disease.
no code implementations • ACL 2019 • Sanqiang Zhao, Piyush Sharma, Tomer Levinboim, Radu Soricut
An image caption should fluently present the essential information in a given image, including informative, fine-grained entity mentions and the manner in which these entities interact.
no code implementations • EACL 2021 • Sanqiang Zhao, Raghav Gupta, Yang song, Denny Zhou
Pretrained language models like BERT have achieved good results on NLP tasks, but are impractical on resource-limited devices due to memory footprint.