Search Results for author: Sanqiang Zhao

Found 7 papers, 4 papers with code

An Empirical Study on Neural Keyphrase Generation

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.

Diversifying Dialogue Generation with Non-Conversational Text

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.

Dialogue Generation Translation

Extremely Small BERT Models from Mixed-Vocabulary Training

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.

Knowledge Distillation Language Modelling +2

Informative Image Captioning with External Sources of Information

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.

Image Captioning

Enhancing Automatic ICD-9-CM Code Assignment for Medical Texts with PubMed

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.

Deep Keyphrase Generation

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.

Keyphrase Extraction

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