Nan Duan

According to our database, Nan Duan authored at least 282 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Automated Proof Generation for Rust Code via Self-Evolution.

Tianyu Chen, Shuai Lu, Shan Lu, Yeyun Gong, Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Hao Yu, Nan Duan, Peng Cheng, Fan Yang, Shuvendu K. Lahiri, Tao Xie, Lidong Zhou

CoRR, 2024

Alchemy: Amplifying Theorem-Proving Capability through Symbolic Mutation.

Shaonan Wu, Shuai Lu, Yeyun Gong, Nan Duan, Ping Wei

CoRR, 2024

Contextualized Data-Wrangling Code Generation in Computational Notebooks.

Junjie Huang, Daya Guo, Chenglong Wang, Jiazhen Gu, Shuai Lu, Jeevana Priya Inala, Cong Yan, Jianfeng Gao, Nan Duan, Michael R. Lyu

CoRR, 2024

AutoDirector: Online Auto-scheduling Agents for Multi-sensory Composition.

Minheng Ni, Chenfei Wu, Huaying Yuan, Zhengyuan Yang, Ming Gong, Lijuan Wang, Zicheng Liu, Wangmeng Zuo, Nan Duan

CoRR, 2024

Knowledge Graph in Astronomical Research with Large Language Models: Quantifying Driving Forces in Interdisciplinary Scientific Discovery.

Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai

CoRR, 2024

Rho-1: Not All Tokens Are What You Need.

Zhenghao Lin, Zhibin Gou, Yeyun Gong, Xiao Liu, Yelong Shen, Ruochen Xu, Chen Lin, Yujiu Yang, Jian Jiao, Nan Duan, Weizhu Chen

CoRR, 2024

LVLM-Intrepret: An Interpretability Tool for Large Vision-Language Models.

Gabriela Ben Melech Stan, Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Matthew Lyle Olson, Anahita Bhiwandiwalla, Estelle Aflalo, Chenfei Wu, Nan Duan, Shao-Yen Tseng, Vasudev Lal

CoRR, 2024

Exploring the Mystery of Influential Data for Mathematical Reasoning.

Xinzhe Ni, Yeyun Gong, Zhibin Gou, Yelong Shen, Yujiu Yang, Nan Duan, Weizhu Chen

CoRR, 2024

Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning.

Yiming Huang, Xiao Liu, Yeyun Gong, Zhibin Gou, Yelong Shen, Nan Duan, Weizhu Chen

CoRR, 2024

StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis.

Zecheng Tang, Chenfei Wu, Zekai Zhang, Mingheng Ni, Shengming Yin, Yu Liu, Zhengyuan Yang, Lijuan Wang, Zicheng Liu, Juntao Li, Nan Duan

CoRR, 2024

Voila-A: Aligning Vision-Language Models with User's Gaze Attention.

Kun Yan, Lei Ji, Zeyu Wang, Yuntao Wang, Nan Duan, Shuai Ma

CoRR, 2024

LEAD: Liberal Feature-based Distillation for Dense Retrieval.

Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jingwen Lu, Yan Zhang, Linjun Yang, Rangan Majumder, Nan Duan

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models.

Wanjun Zhong, Ruixiang Cui, Yiduo Guo, Yaobo Liang, Shuai Lu, Yanlin Wang, Amin Saied, Weizhu Chen, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models.

Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators.

Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang, Chen Lin, Jian Jiao, Siu Ming Yiu, Nan Duan, Weizhu Chen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

Low-code LLM: Graphical User Interface over Large Language Models.

Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Nan Duan, Furu Wei

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

StrokeNUWA - Tokenizing Strokes for Vector Graphic Synthesis.

Zecheng Tang, Chenfei Wu, Zekai Zhang, Minheng Ni, Shengming Yin, Yu Liu, Zhengyuan Yang, Lijuan Wang, Zicheng Liu, Juntao Li, Nan Duan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Using Left and Right Brains Together: Towards Vision and Language Planning.

Jun Cen, Chenfei Wu, Xiao Liu, Shengming Yin, Yixuan Pei, Jinglong Yang, Qifeng Chen, Nan Duan, Jianguo Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models.

Zecheng Tang, Chenfei Wu, Juntao Li, Nan Duan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving.

Zhibin Gou, Zhihong Shao, Yeyun Gong, Yelong Shen, Yujiu Yang, Minlie Huang, Nan Duan, Weizhu Chen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing.

Zhibin Gou, Zhihong Shao, Yeyun Gong, Yelong Shen, Yujiu Yang, Nan Duan, Weizhu Chen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

PPTC-R benchmark: Towards Evaluating the Robustness of Large Language Models for PowerPoint Task Completion.

Zekai Zhang, Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Learning to Plan by Updating Natural Language.

Yiduo Guo, Yaobo Liang, Chenfei Wu, Wenshan Wu, Dongyan Zhao, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization.

Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, Nan Duan

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Selene: Pioneering Automated Proof in Software Verification.

Lichen Zhang, Shuai Lu, Nan Duan

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Competition-Level Problems are Effective LLM Evaluators.

Yiming Huang, Zhenghao Lin, Xiao Liu, Yeyun Gong, Shuai Lu, Fangyu Lei, Yaobo Liang, Yelong Shen, Chen Lin, Nan Duan, Weizhu Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency.

Baizhou Huang, Shuai Lu, Xiaojun Wan, Nan Duan

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion.

Yiduo Guo, Zekai Zhang, Yaobo Liang, Dongyan Zhao, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Large Language Models Can Learn Representation in Natural Language.

Yiduo Guo, Yaobo Liang, Dongyan Zhao, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

CMMLU: Measuring massive multitask language understanding in Chinese.

Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan, Timothy Baldwin

Proceedings of the Findings of the Association for Computational Linguistics, 2024

HORIZON: High-Resolution Semantically Controlled Panorama Synthesis.

Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ORES: Open-Vocabulary Responsible Visual Synthesis.

Minheng Ni, Chenfei Wu, Xiaodong Wang, Shengming Yin, Lijuan Wang, Zicheng Liu, Nan Duan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Machine-Created Universal Language for Cross-Lingual Transfer.

Yaobo Liang, Quanzhi Zhu, Junhe Zhao, Nan Duan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Enhancing RDF Verbalization with Descriptive and Relational Knowledge.

Fan Zhang, Meishan Zhang, Shuang Liu, Yueheng Sun, Nan Duan

ACM Trans. Asian Low Resour. Lang. Inf. Process., June, 2023

Improving task generalization via unified schema prompt.

Wanjun Zhong, Yifan Gao, Ning Ding, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

AI Open, January, 2023

A Multiagent Deep Reinforcement Learning-Enabled Dual-Branch Damping Controller for Multimode Oscillation.

Guozhou Zhang, Junbo Zhao, Weihao Hu, Di Cao, Innocent Kamwa, Nan Duan, Zhe Chen

IEEE Trans. Control. Syst. Technol., 2023

LogiQA 2.0 - An Improved Dataset for Logical Reasoning in Natural Language Understanding.

Hanmeng Liu, Jian Liu, Leyang Cui, Zhiyang Teng, Nan Duan, Ming Zhou, Yue Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation.

Wang You, Wenshan Wu, Yaobo Liang, Shaoguang Mao, Chenfei Wu, Maosong Cao, Yuzhe Cai, Yiduo Guo, Yan Xia, Furu Wei, Nan Duan

CoRR, 2023

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency.

Baizhou Huang, Shuai Lu, Weizhu Chen, Xiaojun Wan, Nan Duan

CoRR, 2023

GameEval: Evaluating LLMs on Conversational Games.

Dan Qiao, Chenfei Wu, Yaobo Liang, Juntao Li, Nan Duan

CoRR, 2023

DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory.

Shengming Yin, Chenfei Wu, Jian Liang, Jie Shi, Houqiang Li, Gong Ming, Nan Duan

CoRR, 2023

GroundNLQ @ Ego4D Natural Language Queries Challenge 2023.

Zhijian Hou, Lei Ji, Difei Gao, Wanjun Zhong, Kun Yan, Chao Li, Wing-Kwong Chan, Chong-Wah Ngo, Nan Duan, Mike Zheng Shou

CoRR, 2023

BeamSearchQA: Large Language Models are Strong Zero-Shot QA Solver.

Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jingwen Lu, Yan Zhang, Daxin Jiang, Linjun Yang, Rangan Majumder, Nan Duan

CoRR, 2023

Learning to Program with Natural Language.

Yiduo Guo, Yaobo Liang, Chenfei Wu, Wenshan Wu, Dongyan Zhao, Nan Duan

CoRR, 2023

Low-code LLM: Visual Programming over LLMs.

Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Jonathan Tien, Nan Duan

CoRR, 2023

TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs.

Yaobo Liang, Chenfei Wu, Ting Song, Wenshan Wu, Yan Xia, Yu Liu, Yang Ou, Shuai Lu, Lei Ji, Shaoguang Mao, Yun Wang, Linjun Shou, Ming Gong, Nan Duan

CoRR, 2023

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation.

Shengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Gong Ming, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan

CoRR, 2023

Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

Chenfei Wu, Shengming Yin, Weizhen Qi, Xiaodong Wang, Zecheng Tang, Nan Duan

CoRR, 2023

PROD: Progressive Distillation for Dense Retrieval.

Zhenghao Lin, Yeyun Gong, Xiao Liu, Hang Zhang, Chen Lin, Anlei Dong, Jian Jiao, Jingwen Lu, Daxin Jiang, Rangan Majumder, Nan Duan

Proceedings of the ACM Web Conference 2023, 2023

MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders Are Better Dense Retrievers.

Kun Zhou, Xiao Liu, Yeyun Gong, Wayne Xin Zhao, Daxin Jiang, Nan Duan, Ji-Rong Wen

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation.

Tong Wu, Zhihao Fan, Xiao Liu, Hai-Tao Zheng, Yeyun Gong, Yelong Shen, Jian Jiao, Juntao Li, Zhongyu Wei, Jian Guo, Nan Duan, Weizhu Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning 3D Photography Videos via Self-supervised Diffusion on Single Images.

Xiaodong Wang, Chenfei Wu, Shengming Yin, Minheng Ni, Jianfeng Wang, Linjie Li, Zhengyuan Yang, Fan Yang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models.

Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen

Proceedings of the International Conference on Machine Learning, 2023

Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise.

Zhenghao Lin, Yeyun Gong, Yelong Shen, Tong Wu, Zhihao Fan, Chen Lin, Nan Duan, Weizhu Chen

Proceedings of the International Conference on Machine Learning, 2023

LongCoder: A Long-Range Pre-trained Language Model for Code Completion.

Daya Guo, Canwen Xu, Nan Duan, Jian Yin, Julian J. McAuley

Proceedings of the International Conference on Machine Learning, 2023

Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval.

Shunyu Zhang, Yaobo Liang, Ming Gong, Daxin Jiang, Nan Duan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data.

Canwen Xu, Daya Guo, Nan Duan, Julian J. McAuley

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy.

Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Query Rewriting in Retrieval-Augmented Large Language Models.

Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, Nan Duan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Intervention-Based Alignment of Code Search with Execution Feedback.

Hojae Han, Minsoo Kim, Seung-won Hwang, Nan Duan, Shuai Lu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Allies: Prompting Large Language Model with Beam Search.

Hao Sun, Xiao Liu, Yeyun Gong, Yan Zhang, Daxin Jiang, Linjun Yang, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion.

Xingwei He, Yeyun Gong, A-Long Jin, Hang Zhang, Anlei Dong, Jian Jiao, Siu-Ming Yiu, Nan Duan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ReCo: Region-Controlled Text-to-Image Generation.

Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers.

Wanjun Zhong, Tingting Ma, Jiahai Wang, Jian Yin, Tiejun Zhao, Chin-Yew Lin, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video Generation.

Shengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang, Jianlong Fu, Ming Gong, Lijuan Wang, Zicheng Liu, Houqiang Li, Nan Duan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Joint Generator-Ranker Learning for Natural Language Generation.

Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan, Weizhu Chen

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Constructing Multilingual Code Search Dataset Using Neural Machine Translation.

Ryo Sekizawa, Nan Duan, Shuai Lu, Hitomi Yanaka

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2023

Code Execution with Pre-trained Language Models.

Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding.

Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing Kwong Chan, Chong-Wah Ngo, Mike Zheng Shou, Nan Duan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast.

Yiduo Guo, Yaobo Liang, Dongyan Zhao, Bing Liu, Nan Duan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning.

Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning.

Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Lyapunov-Based Stability Analysis for Fluid Conveying System With Parallel Nonlinear Energy Sinks.

Nan Duan, Yuhu Wu, Xi-Ming Sun, Chongquan Zhong

IEEE Trans. Syst. Man Cybern. Syst., 2022

Smart Meter Pinging and Reading Through AMI Two-Way Communication Networks to Monitor Grid Edge Devices and DERs.

Can Huang, Chih-Che Sun, Nan Duan, Yuming Jiang, Chloe Applegate, Peter D. Barnes Jr., Emma M. Stewart

IEEE Trans. Smart Grid, 2022

Conditional Sentence Generation and Cross-Modal Reranking for Sign Language Translation.

Jian Zhao, Weizhen Qi, Wengang Zhou, Nan Duan, Ming Zhou, Houqiang Li

IEEE Trans. Multim., 2022

Smart Meters Enabling Voltage Monitoring and Control: The Last-Mile Voltage Stability Issue.

Nan Duan, Can Huang, Chih-Che Sun, Liang Min

IEEE Trans. Ind. Informatics, 2022

An Amplitude-Frequency Curve-Based Parameter Sensitivity Analysis for the Conveying Fluid Pipe.

Nan Duan, Yuhu Wu, Xi-Ming Sun, Chongquan Zhong

IEEE Trans. Circuits Syst. II Express Briefs, 2022

From LSAT: The Progress and Challenges of Complex Reasoning.

Siyuan Wang, Zhongkun Liu, Wanjun Zhong, Ming Zhou, Zhongyu Wei, Zhumin Chen, Nan Duan

IEEE ACM Trans. Audio Speech Lang. Process., 2022

CLIP4Clip: An empirical study of CLIP for end to end video clip retrieval and captioning.

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

Neurocomputing, 2022

Multimodal graph neural network for video procedural captioning.

Lei Ji, Rong-Cheng Tu, Kevin Lin, Lijuan Wang, Nan Duan

Neurocomputing, 2022

Distributed Frequency Divider for Power System Bus Frequency Online Estimation Considering Virtual Inertia From DFIGs.

Bendong Tan, Junbo Zhao, Nan Duan, Daniel Adrian Maldonado, Yingchen Zhang, Hongming Zhang, Mihai Anitescu

IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

GENIE: Large Scale Pre-training for Text Generation with Diffusion Model.

Zhenghao Lin, Yeyun Gong, Yelong Shen, Tong Wu, Zhihao Fan, Chen Lin, Weizhu Chen, Nan Duan

CoRR, 2022

Curriculum Sampling for Dense Retrieval with Document Expansion.

Xingwei He, Yeyun Gong, A-Long Jin, Hang Zhang, Anlei Dong, Jian Jiao, Siu-Ming Yiu, Nan Duan

CoRR, 2022

APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning.

Jiashuo Sun, Hang Zhang, Chen Lin, Yeyun Gong, Jian Guo, Nan Duan

CoRR, 2022

LEAD: Liberal Feature-based Distillation for Dense Retrieval.

Hao Sun, Xiao Liu, Yeyun Gong, Anlei Dong, Jian Jiao, Jingwen Lu, Yan Zhang, Daxin Jiang, Linjun Yang, Rangan Majumder, Nan Duan

CoRR, 2022

GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation.

Biyang Guo, Yeyun Gong, Yelong Shen, Songqiao Han, Hailiang Huang, Nan Duan, Weizhu Chen

CoRR, 2022

Execution-based Evaluation for Data Science Code Generation Models.

Junjie Huang, Chenglong Wang, Jipeng Zhang, Cong Yan, Haotian Cui, Jeevana Priya Inala, Colin B. Clement, Nan Duan, Jianfeng Gao

CoRR, 2022

An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022.

Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan, Wing Kwong Chan, Chong-Wah Ngo, Zheng Shou, Nan Duan

CoRR, 2022

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval.

Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan, Weizhu Chen

CoRR, 2022

HORIZON: A High-Resolution Panorama Synthesis Framework.

Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma

CoRR, 2022

Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning.

Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Nan Duan

CoRR, 2022

DiVAE: Photorealistic Images Synthesis with Denoising Diffusion Decoder.

Jie Shi, Chenfei Wu, Jian Liang, Xiang Liu, Nan Duan

CoRR, 2022

A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation.

Weizhen Qi, Yeyun Gong, Yelong Shen, Jian Jiao, Yu Yan, Houqiang Li, Ruofei Zhang, Weizhu Chen, Nan Duan

CoRR, 2022

CodeReviewer: Pre-Training for Automating Code Review Activities.

Zhiyu Li, Shuai Lu, Daya Guo, Nan Duan, Shailesh Jannu, Grant Jenks, Deep Majumder, Jared Green, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan

CoRR, 2022

NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN.

Minheng Ni, Chenfei Wu, Haoyang Huang, Daxin Jiang, Wangmeng Zuo, Nan Duan

CoRR, 2022

CodeRetriever: Unimodal and Bimodal Contrastive Learning.

Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan

CoRR, 2022

Reasoning over Hybrid Chain for Table-and-Text Open Domain QA.

Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

CoRR, 2022

Learning Temporal Video Procedure Segmentation from an Automatically Collected Large Dataset.

Lei Ji, Chenfei Wu, Daisy Zhou, Kun Yan, Edward Cui, Xilin Chen, Nan Duan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Automating code review activities by large-scale pre-training.

Zhiyu Li, Shuai Lu, Daya Guo, Nan Duan, Shailesh Jannu, Grant Jenks, Deep Majumder, Jared Green, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training.

Xinyu Pi, Wanjun Zhong, Yan Gao, Nan Duan, Jian-Guang Lou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Less-forgetting Multi-lingual Fine-tuning.

Yuren Mao, Yaobo Liang, Nan Duan, Haobo Wang, Kai Wang, Lu Chen, Yunjun Gao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis.

Jian Liang, Chenfei Wu, Xiaowei Hu, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Analytical Reasoning of Text.

Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Yining Chen, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

ProQA: Structural Prompt-based Pre-training for Unified Question Answering.

Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation.

Yongfei Liu, Chenfei Wu, Shao-Yen Tseng, Vasudev Lal, Xuming He, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

CULG: Commercial Universal Language Generation.

Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search.

Yongjie Zhu, Chunhui Han, Yuefeng Zhan, Bochen Pang, Zhaoju Li, Hao Sun, Si Li, Boxin Shi, Nan Duan, Weiwei Deng, Ruofei Zhang, Liangjie Zhang, Qi Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Interpretable Data-Driven Probabilistic Power System Load Margin Assessment with Uncertain Renewable Energy and Loads.

Bendong Tan, Junbo Zhao, Weijia Liu, Nan Duan

Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022

Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering.

Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval.

Ning Wu, Yaobo Liang, Houxing Ren, Linjun Shou, Nan Duan, Ming Gong, Daxin Jiang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Adversarial Retriever-Ranker for Dense Text Retrieval.

Hang Zhang, Yeyun Gong, Yelong Shen, Jiancheng Lv, Nan Duan, Weizhu Chen

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning to Complete Code with Sketches.

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

Proceedings of the Tenth International Conference on Learning Representations, 2022

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval.

Kun Zhou, Yeyun Gong, Xiao Liu, Wayne Xin Zhao, Yelong Shen, Anlei Dong, Jingwen Lu, Rangan Majumder, Ji-Rong Wen, Nan Duan

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search.

Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation.

Xiaonan Li, Daya Guo, Yeyun Gong, Yun Lin, Yelong Shen, Xipeng Qiu, Daxin Jiang, Weizhu Chen, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA.

Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Towards Compositional Generalization in Code Search.

Hojae Han, Seung-won Hwang, Shuai Lu, Nan Duan, Seungtaek Choi

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CodeExp: Explanatory Code Document Generation.

Haotian Cui, Chenglong Wang, Junjie Huang, Jeevana Priya Inala, Todd Mytkowicz, Bo Wang, Jianfeng Gao, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis.

Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, Jian Guo, Nan Duan

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning.

Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, Siu-Ming Yiu, Nan Duan

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Trace Controlled Text to Image Generation.

Kun Yan, Lei Ji, Chenfei Wu, Jianmin Bao, Ming Zhou, Nan Duan, Shuai Ma

Proceedings of the Computer Vision - ECCV 2022, 2022

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion.

Chenfei Wu, Jian Liang, Lei Ji, Fan Yang, Yuejian Fang, Daxin Jiang, Nan Duan

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning to Ask Informative Sub-Questions for Visual Question Answering.

Kohei Uehara, Nan Duan, Tatsuya Harada

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers.

Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu, Nan Duan, Vasudev Lal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multi-View Document Representation Learning for Open-Domain Dense Retrieval.

Shunyu Zhang, Yaobo Liang, Ming Gong, Daxin Jiang, Nan Duan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval.

Canwen Xu, Daya Guo, Nan Duan, Julian J. McAuley

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

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

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

ReACC: A Retrieval-Augmented Code Completion Framework.

Shuai Lu, Nan Duan, Hojae Han, Daya Guo, Seung-won Hwang, Alexey Svyatkovskiy

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

UniXcoder: Unified Cross-Modal Pre-training for Code Representation.

Daya Guo, Shuai Lu, Nan Duan, Yanlin Wang, Ming Zhou, Jian Yin

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations.

Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao, Zhongyu Wei, Zhihao Fan, Xiaowu Hu, Bartuer Zhou, Biao Cheng, Daxin Jiang, Nan Duan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure.

Yuan Chai, Yaobo Liang, Nan Duan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation.

Wei Chen, Yeyun Gong, Song Wang, Bolun Yao, Weizhen Qi, Zhongyu Wei, Xiaowu Hu, Bartuer Zhou, Yi Mao, Weizhu Chen, Biao Cheng, Nan Duan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge.

Xiaoze Jiang, Yaobo Liang, Weizhu Chen, Nan Duan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Indoor PDR Positioning Assisted by Acoustic Source Localization, and Pedestrian Movement Behavior Recognition, Using a Dual-Microphone Smartphone.

Mei Wang, Nan Duan, Zou Zhou, Fei Zheng, Hongbing Qiu, Xiaopeng Li, Guoli Zhang

Wirel. Commun. Mob. Comput., 2021

Vibration Control of Conveying Fluid Pipe Based on Inerter Enhanced Nonlinear Energy Sink.

Nan Duan, Yuhu Wu, Xi-Ming Sun, Chongquan Zhong

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning.

Haonan Li, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan

CoRR, 2021

Learning to Generate Code Sketches.

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

CoRR, 2021

FastSeq: Make Sequence Generation Faster.

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

CoRR, 2021

GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions.

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

CoRR, 2021

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

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

CoRR, 2021

AR-LSAT: Investigating Analytical Reasoning of Text.

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

CoRR, 2021

Distribution System Voltage Prediction from Smart Inverters using Decentralized Regression.

Zachary R. Atkins, Christopher J. Vogl, Achintya Madduri, Nan Duan, Agnieszka K. Miedlar, Daniel Merl

CoRR, 2021

Stability analysis of a pipe conveying fluid with a nonlinear energy sink.

Nan Duan, Sida Lin, Yuhu Wu, Xi-Ming Sun, Chongquan Zhong

Sci. China Inf. Sci., 2021

Resilient Password Manager Using Physical Unclonable Functions.

Mohammad Mohammadinodoushan, Bertrand Cambou, Christopher Robert Philabaum, Nan Duan

IEEE Access, 2021

Tree-Capsule: Tree-Structured Capsule Network for Improving Relation Extraction.

Tianchi Yang, Linmei Hu, Luhao Zhang, Chuan Shi, Cheng Yang, Nan Duan, Ming Zhou

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Question Generation from Code Snippets and Programming Error Messages.

Bolun Yao, Wei Chen, Yeyun Gong, Bartuer Zhou, Jin Xie, Zhongyu Wei, Biao Cheng, Nan Duan

Proceedings of the Natural Language Processing and Chinese Computing, 2021

XGPT: Cross-modal Generative Pre-Training for Image Captioning.

Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering.

Weijiang Yu, Haoteng Zheng, Mengfei Li, Lei Ji, Lijun Wu, Nong Xiao, Nan Duan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

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

Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin B. 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

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Mask Attention Networks: Rethinking and Strengthen Transformer.

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

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Hybrid Reasoning Network for Video-based Commonsense Captioning.

Weijiang Yu, Jian Liang, Lei Ji, Lu Li, Yuejian Fang, Nong Xiao, Nan Duan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Indoor Localization on Smartphone Using PDR and Sparse Deployed BLE Beacons in Large Open Area.

Mei Wang, Nan Duan, Zou Zhou, Hongbing Qiu, Xiaopeng Li, Fei Zheng

Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Mitigation Strategies Against Cyberattacks on Distributed Energy Resources.

Nan Duan, Nathan Yee, Aaron Otis, Jhi-Young Joo, Emma M. Stewart, Aaron Bayles, Nan Spiers, Ed Cortez

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

Poolingformer: Long Document Modeling with Pooling Attention.

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

Proceedings of the 38th International Conference on Machine Learning, 2021

EL-Attention: Memory Efficient Lossless Attention for Generation.

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

Proceedings of the 38th International Conference on Machine Learning, 2021

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

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

Proceedings of the 38th International Conference on Machine Learning, 2021

GraphCodeBERT: Pre-training Code Representations with Data Flow.

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 B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou

Proceedings of the 9th International Conference on Learning Representations, 2021

WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Discovering Representation Sprachbund For Multilingual Pre-Training.

Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy.

Colin B. Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning.

Haonan Li, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training.

Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti, Lijuan Wang, Dongdong Zhang, Nan Duan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

UserAdapter: Few-Shot User Learning in Sentiment Analysis.

Wanjun Zhong, Duyu Tang, Jiahai Wang, Jian Yin, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Control Image Captioning Spatially and Temporally.

Kun Yan, Lei Ji, Huaishao Luo, Ming Zhou, Nan Duan, Shuai Ma

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

FastSeq: Make Sequence Generation Faster.

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

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Syntax-Enhanced Pre-trained Model.

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters.

Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang, Ming Zhou

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Hashing based Efficient Inference for Image-Text Matching.

Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan, Xian-Ling Mao

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

GEM: A General Evaluation Benchmark for Multimodal Tasks.

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

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

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

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

GLGE: A New General Language Generation Evaluation Benchmark.

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

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

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

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge.

Linmei Hu, Tianchi Yang, Luhao Zhang, Wanjun Zhong, Duyu Tang, Chuan Shi, Nan Duan, Ming Zhou

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Frequency Event Categorization in Power Distribution Systems Using Micro PMU Measurements.

Nan Duan, Emma M. Stewart

IEEE Trans. Smart Grid, 2020

Joint Learning of Question Answering and Question Generation.

Yibo Sun, Duyu Tang, Nan Duan, Tao Qin, Shujie Liu, Zhao Yan, Ming Zhou, Yuanhua Lv, Wenpeng Yin, Xiaocheng Feng, Bing Qin, Ting Liu

IEEE Trans. Knowl. Data Eng., 2020

Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network.

Kai Zhang, Guanghua Xu, Zezhen Han, Kaiquan Ma, Xiaowei Zheng, Longting Chen, Nan Duan, Sicong Zhang

Sensors, 2020

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

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

CoRR, 2020

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

Minheng Ni, Haoyang Huang, Lin Su, Edward Cui, Taroon Bharti, Lijuan Wang, Jianfeng Gao, Dongdong Zhang, Nan Duan

CoRR, 2020

A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos.

Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan

CoRR, 2020

A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts.

Wanjun Zhong, Duyu Tang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

CoRR, 2020

Pre-training Text Representations as Meta Learning.

Shangwen Lv, Yuechen Wang, Daya Guo, Duyu Tang, Nan Duan, Fuqing Zhu, Ming Gong, Linjun Shou, Ryan Ma, Daxin Jiang, Guihong Cao, Ming Zhou, Songlin Hu

CoRR, 2020

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation.

Dayiheng Liu, Yeyun Gong, Jie Fu, Wei Liu, Yu Yan, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan

CoRR, 2020

Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning.

Daya Guo, Akari Asai, Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Jian Yin, Ming Zhou

CoRR, 2020

XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation.

Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Bruce Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Rangan Majumder, Ming Zhou

CoRR, 2020

XGPT: Cross-modal Generative Pre-Training for Image Captioning.

Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Xin Liu, Ming Zhou

CoRR, 2020

UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation.

Huaishao Luo, Lei Ji, Botian Shi, Haoyang Huang, Nan Duan, Tianrui Li, Xilin Chen, Ming Zhou

CoRR, 2020

Instance Transfer Subject-Dependent Strategy for Motor Imagery Signal Classification Using Deep Convolutional Neural Networks.

Kai Zhang, Guanghua Xu, Longting Chen, Peiyuan Tian, Chengcheng Han, Sicong Zhang, Nan Duan

Comput. Math. Methods Medicine, 2020

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

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

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Learning Semantic Concepts and Temporal Alignment for Narrated Video Procedural Captioning.

Botian Shi, Lei Ji, Zhendong Niu, Nan Duan, Ming Zhou, Xilin Chen

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Parallel Transmission Distribution Co-simulation Leveraging A Commercial Distribution Simulator.

Nan Duan, Chih-Che Sun, Ryan A. Mast, Pedro Sotorrio, Vaibhav Donde, Wei Ren, Inalvis Alvarez-Fernandez

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

An Asynchronous Detection Algorithm for SSVEP-Based BCI Using Gradient Boosting Decision Tree.

Yongcheng Wu, Guanghua Xu, Yifan Wu, Bo Wang, Nan Duan, Liang Zeng, Zezhen Han, Sicong Zhang

Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

Neural Deepfake Detection with Factual Structure of Text.

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection.

Ruize Wang, Duyu Tang, Nan Duan, Wanjun Zhong, Zhongyu Wei, Xuanjing Huang, Daxin Jiang, Ming Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

Xuguang Wang, Linjun Shou, Ming Gong, Nan Duan, Daxin Jiang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training.

Weizhen Qi, Yu Yan, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang, Ming Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

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

Huaishao Luo, Lei Ji, Tianrui Li, Daxin Jiang, Nan Duan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation.

Dayiheng Liu, Yeyun Gong, Yu Yan, Jie Fu, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

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

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation.

Yaobo Liang, Nan Duan, Yeyun Gong, Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, Ming Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, Ming Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Machine Reasoning: Technology, Dilemma and Future.

Nan Duan, Duyu Tang, Ming Zhou

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, 2020

Human Moving Behavior Recognition Based on the D-S Evidence Theory and SVM utilizing Smartphone.

Zou Zhou, Nan Duan, Tingting Li, Miao Ye, Fei Zheng, Guoli Zhang, Ruonan Wang, Kaixuan Wang

Proceedings of the IEEE Intl Conf on Dependable, 2020

Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing.

Bo Shao, Yeyun Gong, Weizhen Qi, Nan Duan, Xiaola Lin

Proceedings of the 28th International Conference on Computational Linguistics, 2020

An Enhanced Knowledge Injection Model for Commonsense Generation.

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Reasoning Over Semantic-Level Graph for Fact Checking.

Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network.

Wanjun Zhong, Duyu Tang, Zhangyin Feng, Nan Duan, Ming Zhou, Ming Gong, Linjun Shou, Daxin Jiang, Jiahai Wang, Jian Yin

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension.

Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou, Ting Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension.

Fei Yuan, Linjun Shou, Xuanyu Bai, Ming Gong, Yaobo Liang, Nan Duan, Yan Fu, Daxin Jiang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

RikiNet: Reading Wikipedia Pages for Natural Question Answering.

Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Nan Duan

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Graph Neural News Recommendation with Unsupervised Preference Disentanglement.

Linmei Hu, Siyong Xu, Chen Li, Cheng Yang, Chuan Shi, Nan Duan, Xing Xie, Ming Zhou

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning.

Yibo Sun, Duyu Tang, Nan Duan, Yeyun Gong, Xiaocheng Feng, Bing Qin, Daxin Jiang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering.

Shangwen Lv, Daya Guo, Jingjing Xu, Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Songlin Hu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training.

Gen Li, Nan Duan, Yuejian Fang, Ming Gong, Daxin Jiang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Segment-Then-Rank: Non-Factoid Question Answering on Instructional Videos.

Kyungjae Lee, Nan Duan, Lei Ji, Jason Li, Seung-won Hwang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Text Generation From Tables.

Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Ming Zhou, Tiejun Zhao

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Content-based table retrieval for web queries.

Yibo Sun, Zhao Yan, Duyu Tang, Nan Duan, Bing Qin

Neurocomputing, 2019

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training.

Gen Li, Nan Duan, Yuejian Fang, Daxin Jiang, Ming Zhou

CoRR, 2019

Deep Reason: A Strong Baseline for Real-World Visual Reasoning.

Chenfei Wu, Yanzhao Zhou, Gen Li, Nan Duan, Duyu Tang, Xiaojie Wang

CoRR, 2019

Pretraining-Based Natural Language Generation for Text Summarization.

Haoyu Zhang, Yeyun Gong, Yu Yan, Nan Duan, Jianjun Xu, Ji Wang, Ming Gong, Ming Zhou

CoRR, 2019

Fuzzy-adaptive Impedance Control of Upper Limb Rehabilitation Robot Based on sEMG^*.

Gaige Shi, Guanghua Xu, Haochong Wang, Nan Duan, Sicong Zhang

Proceedings of the 16th International Conference on Ubiquitous Robots, 2019

Improving Question Answering by Commonsense-Based Pre-training.

Wanjun Zhong, Duyu Tang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Knowledge-Aware Conversational Semantic Parsing over Web Tables.

Yibo Sun, Duyu Tang, Jingjing Xu, Nan Duan, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Overview of the NLPCC 2019 Shared Task: Open Domain Semantic Parsing.

Nan Duan

Proceedings of the Natural Language Processing and Chinese Computing, 2019

A Tensorized Transformer for Language Modeling.

Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Ming Zhou, Dawei Song

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph.

Yikang Li, Tao Ma, Yeqi Bai, Nan Duan, Sining Wei, Xiaogang Wang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Collaborative Inference Of Missing Smart Electric Meter Data For A Building.

Nan Duan, Jose Cadena, Pedro Sotorrio, Jhi-Young Joo

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Knowledge Aware Semantic Concept Expansion for Image-Text Matching.

Botian Shi, Lei Ji, Pan Lu, Zhendong Niu, Nan Duan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Weakly Supervised Multi-task Learning for Semantic Parsing.

Bo Shao, Yeyun Gong, Junwei Bao, Jianshu Ji, Guihong Cao, Xiaola Lin, Nan Duan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Asking Clarification Questions in Knowledge-Based Question Answering.

Jingjing Xu, Yuechen Wang, Duyu Tang, Nan Duan, Pengcheng Yang, Qi Zeng, Ming Zhou, Xu Sun

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base.

Tao Shen, Xiubo Geng, Tao Qin, Daya Guo, Duyu Tang, Nan Duan, Guodong Long, Daxin Jiang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching.

Bo Shao, Yeyun Gong, Weizhen Qi, Nan Duan, Xiaola Lin

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks.

Haoyang Huang, Yaobo Liang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Ming Zhou

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Joint Type Inference on Entities and Relations via Graph Convolutional Networks.

Changzhi Sun, Yeyun Gong, Yuanbin Wu, Ming Gong, Daxin Jiang, Man Lan, Shiliang Sun, Nan Duan

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Dense Procedure Captioning in Narrated Instructional Videos.

Botian Shi, Lei Ji, Yaobo Liang, Nan Duan, Peng Chen, Zhendong Niu, Ming Zhou

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing.

Daya Guo, Duyu Tang, Nan Duan, Ming Zhou, Jian Yin

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Question Generation With Doubly Adversarial Nets.

Junwei Bao, Yeyun Gong, Nan Duan, Ming Zhou, Tiejun Zhao

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Response selection from unstructured documents for human-computer conversation systems.

Zhao Yan, Nan Duan, Junwei Bao, Peng Chen, Ming Zhou, Zhoujun Li

Knowl. Based Syst., 2018

Knowledge-Aware Conversational Semantic Parsing Over Web Tables.

Yibo Sun, Duyu Tang, Nan Duan, Jingjing Xu, Xiaocheng Feng, Bing Qin

CoRR, 2018

Knowledge Based Machine Reading Comprehension.

Yibo Sun, Daya Guo, Duyu Tang, Nan Duan, Zhao Yan, Xiaocheng Feng, Bing Qin

CoRR, 2018

A Time-Power Series Based Semi-Analytical Approach for Power System Simulation.

Bin Wang, Nan Duan, Kai Sun

CoRR, 2018

Overview of the NLPCC 2018 Shared Task: Open Domain QA.

Nan Duan

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base.

Daya Guo, Duyu Tang, Nan Duan, Ming Zhou, Jian Yin

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning to Collaborate for Question Answering and Asking.

Duyu Tang, Nan Duan, Zhao Yan, Zhirui Zhang, Yibo Sun, Shujie Liu, Yuanhua Lv, Ming Zhou

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering.

Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Embedding spatial decomposition in parareal in time power system simulation.

Nan Duan, Aleksandar D. Dimitrovski, Srdjan Simunovic, Kai Sun, Junjian Qi, Jianhui Wang

Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Synchrophasor based dynamic model validation leveraging multiple events.

Nan Duan, Chaitanya Baone, Anup Menon, Mustafa Dokucu

Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Question Generation from SQL Queries Improves Neural Semantic Parsing.

Daya Guo, Yibo Sun, Duyu Tang, Nan Duan, Jian Yin, Hong Chi, James Cao, Peng Chen, Ming Zhou

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Visual Question Generation as Dual Task of Visual Question Answering.

Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang, Ming Zhou

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Semantic Parsing with Syntax- and Table-Aware SQL Generation.

Yibo Sun, Duyu Tang, Nan Duan, Jianshu Ji, Guihong Cao, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Assertion-Based QA With Question-Aware Open Information Extraction.

Zhao Yan, Duyu Tang, Nan Duan, Shujie Liu, Wendi Wang, Daxin Jiang, Ming Zhou, Zhoujun Li

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Table-to-Text: Describing Table Region With Natural Language.

Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Stochastic Power System Simulation Using the Adomian Decomposition Method.

Nan Duan, Kai Sun

CoRR, 2017

Visual Question Generation as Dual Task of Visual Question Answering.

Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang

CoRR, 2017

Content-Based Table Retrieval for Web Queries.

Zhao Yan, Duyu Tang, Nan Duan, Junwei Bao, Yuanhua Lv, Ming Zhou, Zhoujun Li

CoRR, 2017

Question Answering and Question Generation as Dual Tasks.

Duyu Tang, Nan Duan, Tao Qin, Ming Zhou

CoRR, 2017

Overview of the NLPCC 2017 Shared Task: Open Domain Chinese Question Answering.

Nan Duan, Duyu Tang

Proceedings of the Natural Language Processing and Chinese Computing, 2017

An Information Retrieval-Based Approach to Table-Based Question Answering.

Junwei Bao, Nan Duan, Ming Zhou, Tiejun Zhao

Proceedings of the Natural Language Processing and Chinese Computing, 2017

Question Generation for Question Answering.

Nan Duan, Duyu Tang, Peng Chen, Ming Zhou

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Building Task-Oriented Dialogue Systems for Online Shopping.

Zhao Yan, Nan Duan, Peng Chen, Ming Zhou, Jianshe Zhou, Zhoujun Li

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

An Open Domain Topic Prediction Model for Answer Selection.

Zhao Yan, Nan Duan, Ming Zhou, Zhoujun Li, Jianshe Zhou

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Overview of the NLPCC-ICCPOL 2016 Shared Task: Open Domain Chinese Question Answering.

Nan Duan

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Applying reduced generator models in the coarse solver of parareal in time parallel power system simulation.

Nan Duan, Aleksandar D. Dimitrovski, Srdjan Simunovic, Kai Sun

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Constraint-Based Question Answering with Knowledge Graph.

Junwei Bao, Nan Duan, Zhao Yan, Ming Zhou, Tiejun Zhao

Proceedings of the COLING 2016, 2016

DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents.

Zhao Yan, Nan Duan, Junwei Bao, Peng Chen, Ming Zhou, Zhoujun Li, Jianshe Zhou

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Overview of the NLPCC 2015 Shared Task: Open Domain QA.

Nan Duan

Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Answering Questions with Complex Semantic Constraints on Open Knowledge Bases.

Pengcheng Yin, Nan Duan, Ben Kao, Junwei Bao, Ming Zhou

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Finding Semi-Analytic Solutions of Power System Differential-Algebraic Equations for Fast Transient Stability Simulation.

Nan Duan, Kai Sun

CoRR, 2014

Joint Relational Embeddings for Knowledge-based Question Answering.

Min-Chul Yang, Nan Duan, Ming Zhou, Hae-Chang Rim

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Knowledge-Based Question Answering as Machine Translation.

Junwei Bao, Nan Duan, Ming Zhou, Tiejun Zhao

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Answer Extraction from Passage Graph for Question Answering.

Hong Sun, Nan Duan, Yajuan Duan, Ming Zhou

Proceedings of the IJCAI 2013, 2013

Paraphrasing Adaptation for Web Search Ranking.

Chenguang Wang, Nan Duan, Ming Zhou, Ming Zhang

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Minimum Bayes Risk based Answer Re-ranking for Question Answering.

Nan Duan

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Forced Derivation Tree based Model Training to Statistical Machine Translation.

Nan Duan, Mu Li, Ming Zhou

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011

Improving Phrase Extraction via MBR Phrase Scoring and Pruning.

Nan Duan, Mu Li, Ming Zhou, Lei Cui

Proceedings of Machine Translation Summit XIII: Papers, 2011

Hypothesis Mixture Decoding for Statistical Machine Translation.

Nan Duan, Mu Li, Ming Zhou

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

The MSRA machine translation system for IWSLT 2010.

Chi-Ho Li, Nan Duan, Yinggong Zhao, Shujie Liu, Lei Cui, Mei-Yuh Hwang, Amittai Axelrod, Jianfeng Gao, Yaodong Zhang, Li Deng

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

Translation Model Generalization using Probability Averaging for Machine Translation.

Nan Duan, Hong Sun, Ming Zhou

Proceedings of the COLING 2010, 2010

Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Systems.

Nan Duan, Mu Li, Dongdong Zhang, Ming Zhou

Proceedings of the COLING 2010, 2010

2009

The Feature Subspace Method for SMT System Combination.

Nan Duan, Mu Li, Tong Xiao, Ming Zhou

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Collaborative Decoding: Partial Hypothesis Re-ranking Using Translation Consensus between Decoders.

Mu Li, Nan Duan, Dongdong Zhang, Chi-Ho Li, Ming Zhou

Proceedings of the ACL 2009, 2009

2008

Measure Word Generation for English-Chinese SMT Systems.

Dongdong Zhang, Mu Li, Nan Duan, Chi-Ho Li, Ming Zhou

Proceedings of the ACL 2008, 2008