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ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora

Jan 01, 2021
Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang


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ERNIE-DOC: The Retrospective Long-Document Modeling Transformer

Dec 31, 2020
Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang


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Discovering Dialog Structure Graph for Open-Domain Dialog Generation

Dec 31, 2020
Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu


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UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning

Dec 31, 2020
Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang

* 11 pages 

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ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding

Oct 23, 2020
Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

* work-in-progress 

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RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering

Oct 16, 2020
Yingqi Qu Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang


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PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning

Jul 13, 2020
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu

* First four authors contributed equally to this work 

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ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph

Jun 30, 2020
Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang


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Towards Conversational Recommendation over Multi-Type Dialogs

May 22, 2020
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu

* Accepted by ACL 2020 

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Leveraging Graph to Improve Abstractive Multi-Document Summarization

May 20, 2020
Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du

* Accepted by ACL2020 

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SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis

May 20, 2020
Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu

* Accepted by ACL2020 

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Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer

May 05, 2020
Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu

* Accepted by ACL2020 

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DuReaderrobust: A Chinese Dataset Towards Evaluating the Robustness of Machine Reading Comprehension Models

Apr 23, 2020
Hongxuan Tang, Jing Liu, Hongyu Li, Yu Hong, Hua Wu, Haifeng Wang


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ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation

Feb 04, 2020
Dongling Xiao, Han Zhang, Yukun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

* 8 pages, 5 figures, typos corrected 

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Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding

Dec 16, 2019
Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong

* Accepted by AAAI 2020 

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PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable

Nov 07, 2019
Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang

* First two authors contributed equally 

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CoKE: Contextualized Knowledge Graph Embedding

Nov 06, 2019
Quan Wang, Pingping Huang, Haifeng Wang, Songtai Dai, Wenbin Jiang, Jing Liu, Yajuan Lyu, Yong Zhu, Hua Wu


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Multi-agent Learning for Neural Machine Translation

Sep 03, 2019
Tianchi Bi, Hao Xiong, Zhongjun He, Hua Wu, Haifeng Wang

* Accepted by EMNLP2019 

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DuTongChuan: Context-aware Translation Model for Simultaneous Interpreting

Aug 16, 2019
Hao Xiong, Ruiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Haifeng Wang

* Description for Baidu's Simultaneous Interpreting System 

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ERNIE 2.0: A Continual Pre-training Framework for Language Understanding

Jul 29, 2019
Yu Sun, Shuohuan Wang, Yukun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang

* 11 pages, 3 figures and 7 tables; 

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Proactive Human-Machine Conversation with Explicit Conversation Goals

Jun 13, 2019
Wenquan Wu, Zhen Guo, Xiangyang Zhou, Hua Wu, Xiyuan Zhang, Rongzhong Lian, Haifeng Wang

* Accepted by ACL 2019 

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Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection

Jun 05, 2019
Chaotao Chen, Jinhua Peng, Fan Wang, Jun Xu, Hua Wu

* Accepted in IJCAI 2019 

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