Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jian-Guo Zhang

HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization

Oct 12, 2021
Ye Liu, Jian-Guo Zhang, Yao Wan, Congying Xia, Lifang He, Philip S. Yu

* EMNLP 2021 

  Access Paper or Ask Questions

Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection

Jun 08, 2021
Jian-Guo Zhang, Kazuma Hashimoto, Yao Wan, Ye Liu, Caiming Xiong, Philip S. Yu

  Access Paper or Ask Questions

Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation

Jan 22, 2021
Ye Liu, Yao Wan, Jian-Guo Zhang, Wenting Zhao, Philip S. Yu

* 10 pages, Appear in EACL 2021 

  Access Paper or Ask Questions

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

Oct 25, 2020
Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong

* 19 pages, accepted by EMNLP 2020 main conference as a long paper. Code will be available at 

  Access Paper or Ask Questions

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking

Oct 10, 2019
Jian-Guo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong

  Access Paper or Ask Questions

Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce

Apr 03, 2019
Jian-Guo Zhang, Pengcheng Zou, Zhao Li, Yao Wan, Xiuming Pan, Yu Gong, Philip S. Yu

* Accepted by NAACL-HLT 2019. arXiv admin note: substantial text overlap with arXiv:1811.04498 

  Access Paper or Ask Questions