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 Daxin Jiang

Daxin Jiang

Language Scaling for Universal Suggested Replies Model


Jun 04, 2021
Qianlan Ying, Payal Bajaj, Budhaditya Deb, Yu Yang, Wei Wang, Bojia Lin, Milad Shokouhi, Xia Song, Yang Yang, Daxin Jiang

Figure 1 for Language Scaling for Universal Suggested Replies Model
Figure 2 for Language Scaling for Universal Suggested Replies Model
Figure 3 for Language Scaling for Universal Suggested Replies Model
Figure 4 for Language Scaling for Universal Suggested Replies Model

  Access Paper or Ask Questions

MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding


Jun 03, 2021
Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Xiubo Geng, Daxin Jiang

Figure 1 for MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding
Figure 2 for MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding
Figure 3 for MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding
Figure 4 for MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding
* Accepted by ACL 2021 
  Access Paper or Ask Questions

Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition


Jun 01, 2021
Shining Liang, Ming Gong, Jian Pei, Linjun Shou, Wanli Zuo, Xianglin Zuo, Daxin Jiang

Figure 1 for Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition
Figure 2 for Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition
Figure 3 for Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition
Figure 4 for Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition
* KDD 2021 
  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

Figure 1 for CoSQA: 20,000+ Web Queries for Code Search and Question Answering
Figure 2 for CoSQA: 20,000+ Web Queries for Code Search and Question Answering
Figure 3 for CoSQA: 20,000+ Web Queries for Code Search and Question Answering
Figure 4 for CoSQA: 20,000+ Web Queries for Code Search and Question Answering
* 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

Maria: A Visual Experience Powered Conversational Agent


May 27, 2021
Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Fan Liang, Daxin Jiang

Figure 1 for Maria: A Visual Experience Powered Conversational Agent
Figure 2 for Maria: A Visual Experience Powered Conversational Agent
Figure 3 for Maria: A Visual Experience Powered Conversational Agent
Figure 4 for Maria: A Visual Experience Powered Conversational Agent
* Accepted by ACL 2021 main conference 
  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

Figure 1 for Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
Figure 2 for Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
Figure 3 for Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
Figure 4 for Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
* 10 pages, 4 figures 
  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

Figure 1 for ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Figure 2 for ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Figure 3 for ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Figure 4 for ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

  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

Figure 1 for WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach
Figure 2 for WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach
Figure 3 for WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach
Figure 4 for WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach

  Access Paper or Ask Questions

Integrating Pre-trained Model into Rule-based Dialogue Management


Feb 17, 2021
Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu, Yuchen Dong, Fangxin Ouyang, Jun Tian, Ruiling Deng, Yongzhi Li, Yang Yang, Daxin Jiang

Figure 1 for Integrating Pre-trained Model into Rule-based Dialogue Management
Figure 2 for Integrating Pre-trained Model into Rule-based Dialogue Management
Figure 3 for Integrating Pre-trained Model into Rule-based Dialogue Management
* AAAI 2021 Demo Paper 
  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

Figure 1 for CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Figure 2 for CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Figure 3 for CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Figure 4 for CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

  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

Figure 1 for Syntax-Enhanced Pre-trained Model
Figure 2 for Syntax-Enhanced Pre-trained Model
Figure 3 for Syntax-Enhanced Pre-trained Model
Figure 4 for Syntax-Enhanced Pre-trained Model

  Access Paper or Ask Questions

Reinforced Multi-Teacher Selection for Knowledge Distillation


Dec 14, 2020
Fei Yuan, Linjun Shou, Jian Pei, Wutao Lin, Ming Gong, Yan Fu, Daxin Jiang

Figure 1 for Reinforced Multi-Teacher Selection for Knowledge Distillation
Figure 2 for Reinforced Multi-Teacher Selection for Knowledge Distillation
Figure 3 for Reinforced Multi-Teacher Selection for Knowledge Distillation
Figure 4 for Reinforced Multi-Teacher Selection for Knowledge Distillation
* AAAI 2021 
  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

Figure 1 for GLGE: A New General Language Generation Evaluation Benchmark
Figure 2 for GLGE: A New General Language Generation Evaluation Benchmark
Figure 3 for GLGE: A New General Language Generation Evaluation Benchmark
Figure 4 for GLGE: A New General Language Generation Evaluation Benchmark
* 11 pages 
  Access Paper or Ask Questions

CalibreNet: Calibration Networks for Multilingual Sequence Labeling


Nov 11, 2020
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Daxin Jiang

Figure 1 for CalibreNet: Calibration Networks for Multilingual Sequence Labeling
Figure 2 for CalibreNet: Calibration Networks for Multilingual Sequence Labeling
Figure 3 for CalibreNet: Calibration Networks for Multilingual Sequence Labeling
Figure 4 for CalibreNet: Calibration Networks for Multilingual Sequence Labeling
* Long paper in WSDM 2021 
  Access Paper or Ask Questions

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation


Oct 27, 2020
Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang

Figure 1 for Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation
Figure 2 for Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation
Figure 3 for Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation
Figure 4 for Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation
* Accepted as long paper in COLING 2020 
  Access Paper or Ask Questions

A Graph Representation of Semi-structured Data for Web Question Answering


Oct 14, 2020
Xingyao Zhang, Linjun Shou, Jian Pei, Ming Gong, Lijie Wen, Daxin Jiang

Figure 1 for A Graph Representation of Semi-structured Data for Web Question Answering
Figure 2 for A Graph Representation of Semi-structured Data for Web Question Answering
Figure 3 for A Graph Representation of Semi-structured Data for Web Question Answering
Figure 4 for A Graph Representation of Semi-structured Data for Web Question Answering
* Accepted as long paper in COLING 2020 
  Access Paper or Ask Questions

Towards Interpretable Reasoning over Paragraph Effects in Situation


Oct 03, 2020
Mucheng Ren, Xiubo Geng, Tao Qin, Heyan Huang, Daxin Jiang

Figure 1 for Towards Interpretable Reasoning over Paragraph Effects in Situation
Figure 2 for Towards Interpretable Reasoning over Paragraph Effects in Situation
Figure 3 for Towards Interpretable Reasoning over Paragraph Effects in Situation
Figure 4 for Towards Interpretable Reasoning over Paragraph Effects in Situation
* 14 pages. Accepted as EMNLP2020 Long paper 
  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

Figure 1 for No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension
Figure 2 for No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension
Figure 3 for No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension
Figure 4 for No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension
* 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

Figure 1 for GraphCodeBERT: Pre-training Code Representations with Data Flow
Figure 2 for GraphCodeBERT: Pre-training Code Representations with Data Flow
Figure 3 for GraphCodeBERT: Pre-training Code Representations with Data Flow
Figure 4 for GraphCodeBERT: Pre-training Code Representations with Data Flow

  Access Paper or Ask Questions

Knowledge-Aware Procedural Text Understanding with Multi-Stage Training


Sep 28, 2020
Zhihan Zhang, Xiubo Geng, Tao Qin, Yunfang Wu, Daxin Jiang

Figure 1 for Knowledge-Aware Procedural Text Understanding with Multi-Stage Training
Figure 2 for Knowledge-Aware Procedural Text Understanding with Multi-Stage Training
Figure 3 for Knowledge-Aware Procedural Text Understanding with Multi-Stage Training
Figure 4 for Knowledge-Aware Procedural Text Understanding with Multi-Stage Training

  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

Figure 1 for GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis
Figure 2 for GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis
Figure 3 for GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis
Figure 4 for GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis
* to appear in Findings of EMNLP 2020 
  Access Paper or Ask Questions

Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation


Sep 20, 2020
Chujie Zheng, Yunbo Cao, Daxin Jiang, Minlie Huang

Figure 1 for Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation
Figure 2 for Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation
Figure 3 for Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation
Figure 4 for Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation
* Accepted to Findings of EMNLP 2020 (Long Paper) 
  Access Paper or Ask Questions

Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues


Sep 14, 2020
Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan

Figure 1 for Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
Figure 2 for Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
Figure 3 for Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
Figure 4 for Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
* 10 pages 
  Access Paper or Ask Questions

Mining Implicit Relevance Feedback from User Behavior for Web Question Answering


Jun 16, 2020
Linjun Shou, Shining Bo, Feixiang Cheng, Ming Gong, Jian Pei, Daxin Jiang

Figure 1 for Mining Implicit Relevance Feedback from User Behavior for Web Question Answering
Figure 2 for Mining Implicit Relevance Feedback from User Behavior for Web Question Answering
Figure 3 for Mining Implicit Relevance Feedback from User Behavior for Web Question Answering
Figure 4 for Mining Implicit Relevance Feedback from User Behavior for Web Question Answering
* Accepted by KDD 2020 
  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

Figure 1 for Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder
Figure 2 for Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder
Figure 3 for Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder
Figure 4 for Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder
* Accepted by ACL 2020 
  Access Paper or Ask Questions

Mining Implicit Relevance Feedback from User Behavior forWeb Question Answering


Jun 13, 2020
Linjun Shou, Shining Bo, Feixiang Cheng, Ming Gong, Jian Pei, Daxin Jiang

Figure 1 for Mining Implicit Relevance Feedback from User Behavior forWeb Question Answering
Figure 2 for Mining Implicit Relevance Feedback from User Behavior forWeb Question Answering
Figure 3 for Mining Implicit Relevance Feedback from User Behavior forWeb Question Answering
Figure 4 for Mining Implicit Relevance Feedback from User Behavior forWeb Question Answering
* Accepted by KDD 2020 
  Access Paper or Ask Questions

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


May 13, 2020
Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou, Ting Liu

Figure 1 for Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension
Figure 2 for Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension
Figure 3 for Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension
Figure 4 for Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension
* ACL2020 
  Access Paper or Ask Questions

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension


May 08, 2020
Fei Yuan, Linjun Shou, Xuanyu Bai, Ming Gong, Yaobo Liang, Nan Duan, Yan Fu, Daxin Jiang

Figure 1 for Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
Figure 2 for Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
Figure 3 for Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
Figure 4 for Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
* Accepted to ACL 2020 
  Access Paper or Ask Questions