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 Nan Duan

Learning to Generate Code Sketches


Jun 18, 2021
Daya Guo, Alexey Svyatkovskiy, Jian Yin, Nan Duan, Marc Brockschmidt, Miltiadis Allamanis


  Access Paper or Ask Questions

GEM: A General Evaluation Benchmark for Multimodal Tasks


Jun 18, 2021
Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti

* Accepted by Findings of ACL 2021 

  Access Paper or Ask Questions

FastSeq: Make Sequence Generation Faster


Jun 08, 2021
Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruifei Zhang

* ACL 2021 Demo Track 

  Access Paper or Ask Questions

CoSQA: 20,000+ Web Queries for Code Search and Question Answering


May 27, 2021
Junjie Huang, Duyu Tang, Linjun Shou, Ming Gong, Ke Xu, Daxin Jiang, Ming Zhou, Nan Duan

* ACL 2021 main conference. The CoSQA data and leaderboard are available at https://github.com/microsoft/CodeXGLUE/tree/main/Text-Code/NL-code-search-WebQuery. The code is available at https://github.com/Jun-jie-Huang/CoCLR 

  Access Paper or Ask Questions

EL-Attention: Memory Efficient Lossless Attention for Generation


May 11, 2021
Yu Yan, Jiusheng Chen, Weizhen Qi, Nikhil Bhendawade, Yeyun Gong, Nan Duan, Ruofei Zhang

* ICML 2021 

  Access Paper or Ask Questions

Poolingformer: Long Document Modeling with Pooling Attention


May 10, 2021
Hang Zhang, Yeyun Gong, Yelong Shen, Weisheng Li, Jiancheng Lv, Nan Duan, Weizhu Chen

* Accepted by ICML 2021 

  Access Paper or Ask Questions

Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text


May 08, 2021
Siyuan Wang, Wanjun Zhong, Duyu Tang, Zhongyu Wei, Zhihao Fan, Daxin Jiang, Ming Zhou, Nan Duan

* 10 pages, 4 figures 

  Access Paper or Ask Questions

CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval


May 08, 2021
Huaishao Luo, Lei Ji, Ming Zhong, Yang Chen, Wen Lei, Nan Duan, Tianrui Li


  Access Paper or Ask Questions

GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions


Apr 30, 2021
Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan


  Access Paper or Ask Questions

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation


Apr 16, 2021
Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang, Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan


  Access Paper or Ask Questions

AR-LSAT: Investigating Analytical Reasoning of Text


Apr 15, 2021
Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan

* 13 pages, 5 figures 

  Access Paper or Ask Questions

WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach


Apr 09, 2021
Junjie Huang, Duyu Tang, Wanjun Zhong, Shuai Lu, Linjun Shou, Ming Gong, Daxin Jiang, Nan Duan


  Access Paper or Ask Questions

Mask Attention Networks: Rethinking and Strengthen Transformer


Mar 25, 2021
Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang

* Accepted as a long paper to NAACL 2021 

  Access Paper or Ask Questions

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation


Feb 09, 2021
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, Ming Gong, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng, Shengyu Fu, Shujie Liu


  Access Paper or Ask Questions

BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining


Dec 31, 2020
Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Dayiheng Liu, Weizhu Chen, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan


  Access Paper or Ask Questions

Syntax-Enhanced Pre-trained Model


Dec 28, 2020
Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong, Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang


  Access Paper or Ask Questions

An Enhanced Knowledge Injection Model for Commonsense Generation


Dec 01, 2020
Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang

* Accepted to COLING 2020 

  Access Paper or Ask Questions

GLGE: A New General Language Generation Evaluation Benchmark


Nov 24, 2020
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan

* 11 pages 

  Access Paper or Ask Questions

ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine


Oct 21, 2020
Weizhen Qi, Yeyun Gong, Yu Yan, Jian Jiao, Bo Shao, Ruofei Zhang, Houqiang Li, Nan Duan, Ming Zhou

* Accepted to NLPCC 2020 

  Access Paper or Ask Questions

Neural Deepfake Detection with Factual Structure of Text


Oct 15, 2020
Wanjun Zhong, Duyu Tang, Zenan Xu, Ruize Wang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

* EMNLP2020;10 pages 

  Access Paper or Ask Questions

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space


Oct 04, 2020
Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Jiancheng Lv, Nan Duan, Ming Zhou

* Accepted at EMNLP 2020 

  Access Paper or Ask Questions

No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension


Sep 29, 2020
Xuguang Wang, Linjun Shou, Ming Gong, Nan Duan, Daxin Jiang

* Accepted by Findings of EMNLP 2020 

  Access Paper or Ask Questions

GraphCodeBERT: Pre-training Code Representations with Data Flow


Sep 29, 2020
Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou


  Access Paper or Ask Questions

GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis


Sep 25, 2020
Huaishao Luo, Lei Ji, Tianrui Li, Nan Duan, Daxin Jiang

* to appear in Findings of EMNLP 2020 

  Access Paper or Ask Questions

Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding


Sep 16, 2020
Martin Kuo, Yaobo Liang, Lei Ji, Nan Duan, Linjun Shou, Ming Gong, Peng Chen

* 11 pages, 1 figure, 4 tables 

  Access Paper or Ask Questions

Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder


Jun 15, 2020
Daya Guo, Duyu Tang, Nan Duan, Jian Yin, Daxin Jiang, Ming Zhou

* Accepted by ACL 2020 

  Access Paper or Ask Questions

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training


Jun 04, 2020
Haoyang Huang, Lin Su, Di Qi, Nan Duan, Edward Cui, Taroon Bharti, Lei Zhang, Lijuan Wang, Jianfeng Gao, Bei Liu, Jianlong Fu, Dongdong Zhang, Xin Liu, Ming Zhou

* 10 pages,2 figures 

  Access Paper or Ask Questions