Dinghan Shen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
26
Venues
9
Active years
2017–2021
Best venue rank
A*
Where they publish
Papers
26 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2021 | ACL | HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability. | Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang |
| 2021 | CIKM | Syntactic Knowledge-Infused Transformer and BERT Models. | Dhanasekar Sundararaman, Vivek Subramanian, Guoyin Wang, Shijing Si, Dinghan Shen, Dong Wang, Lawrence Carin |
| 2021 | ICLR | MixKD: Towards Efficient Distillation of Large-scale Language Models. | Kevin J. Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin |
| 2021 | ICLR | CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding. | Yanru Qu, Dinghan Shen, Yelong Shen, Sandra Sajeev, Weizhu Chen, Jiawei Han |
| 2020 | ACL | Improving Disentangled Text Representation Learning with Information-Theoretic Guidance. | Pengyu Cheng, Martin Renqiang Min, Dinghan Shen, Christopher Malon, Yizhe Zhang, Yitong Li, Lawrence Carin |
| 2020 | ACL | Improving Adversarial Text Generation by Modeling the Distant Future. | Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen, Lawrence Carin |
| 2020 | ACL | Generative Semantic Hashing Enhanced via Boltzmann Machines. | Lin Zheng, Qinliang Su, Dinghan Shen, Changyou Chen |
| 2020 | EMNLP | Improving Text Generation with Student-Forcing Optimal Transport. | Jianqiao Li, Chunyuan Li, Guoyin Wang, Hao Fu, Yuh-Chen Lin, Liqun Chen, Yizhe Zhang, Chenyang Tao, Ruiyi Zhang, Wenlin Wang, Dinghan Shen, Qian Yang, Lawrence Carin |
| 2019 | ACL | Improving Textual Network Embedding with Global Attention via Optimal Transport. | Liqun Chen, Guoyin Wang, Chenyang Tao, Dinghan Shen, Pengyu Cheng, Xinyuan Zhang, Wenlin Wang, Yizhe Zhang, Lawrence Carin |
| 2019 | ACL | Learning Compressed Sentence Representations for On-Device Text Processing. | Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin |
| 2019 | ACL | Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models. | Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang, Liqun Chen, Xin Wang, Jianfeng Gao, Lawrence Carin |
| 2019 | ACL | Syntax-Infused Variational Autoencoder for Text Generation. | Xinyuan Zhang, Yi Yang, Siyang Yuan, Dinghan Shen, Lawrence Carin |
| 2019 | CVPR | Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation. | Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang |
| 2019 | EMNLP | Document Hashing with Mixture-Prior Generative Models. | Wei Dong, Qinliang Su, Dinghan Shen, Changyou Chen |
| 2019 | EMNLP | An End-to-End Generative Architecture for Paraphrase Generation. | Qian Yang, Zhouyuan Huo, Dinghan Shen, Yong Cheng, Wenlin Wang, Guoyin Wang, Lawrence Carin |
| 2019 | ICLR | Improving Sequence-to-Sequence Learning via Optimal Transport. | Liqun Chen, Yizhe Zhang, Ruiyi Zhang, Chenyang Tao, Zhe Gan, Haichao Zhang, Bai Li, Dinghan Shen, Changyou Chen, Lawrence Carin |
| 2019 | NAACL | Topic-Guided Variational Auto-Encoder for Text Generation. | Wenlin Wang, Zhe Gan, Hongteng Xu, Ruiyi Zhang, Guoyin Wang, Dinghan Shen, Changyou Chen, Lawrence Carin |
| 2018 | AAAI | Video Generation From Text. | Yitong Li, Martin Renqiang Min, Dinghan Shen, David E. Carlson, Lawrence Carin |
| 2018 | AAAI | Deconvolutional Latent-Variable Model for Text Sequence Matching. | Dinghan Shen, Yizhe Zhang, Ricardo Henao, Qinliang Su, Lawrence Carin |
| 2018 | ACL | NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing. | Dinghan Shen, Qinliang Su, Paidamoyo Chapfuwa, Wenlin Wang, Guoyin Wang, Ricardo Henao, Lawrence Carin |
| 2018 | ACL | Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms. | Dinghan Shen, Guoyin Wang, Wenlin Wang, Martin Renqiang Min, Qinliang Su, Yizhe Zhang, Chunyuan Li, Ricardo Henao, Lawrence Carin |
| 2018 | ACL | Joint Embedding of Words and Labels for Text Classification. | Guoyin Wang, Chunyuan Li, Wenlin Wang, Yizhe Zhang, Dinghan Shen, Xinyuan Zhang, Ricardo Henao, Lawrence Carin |
| 2018 | AISTATS | Topic Compositional Neural Language Model. | Wenlin Wang, Zhe Gan, Wenqi Wang, Dinghan Shen, Jiaji Huang, Wei Ping, Sanjeev Satheesh, Lawrence Carin |
| 2018 | EMNLP | Learning Context-Aware Convolutional Filters for Text Processing. | Dinghan Shen, Martin Renqiang Min, Yitong Li, Lawrence Carin |
| 2018 | EMNLP | Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment. | Dinghan Shen, Xinyuan Zhang, Ricardo Henao, Lawrence Carin |
| 2017 | ICML | Adversarial Feature Matching for Text Generation. | Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin |