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ORCIDHaifeng Wang 0001
Person information
- affiliation: Baidu Inc., China
- affiliation: Harbin Institute of Technology, China
- affiliation (former): Toshiba, Research and Development Center, Beijing, China
Other persons with the same name
- Haifeng Wang (aka: Hai-feng Wang, Hai-Feng Wang) — disambiguation page
- Haifeng Wang 0002 — Renesas Mobile Corporation, Shanghai, China (and 2 more)
- Haifeng Wang 0003
![[0000-0003-4229-3668]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-4229-3668")
— Chinese Academy of Sciences, Shenzhen Institute of Advanced Integration Technology, Paul C. Lauterber Research Center for Biomedical Imaging, China (and 1 more) - Haifeng Wang 0004 — Shanghai International Studies University, School of Business and Management, China
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2020 – today
- 2023
[j22]Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, Hui Xiong:
Graph-Grounded Goal Planning for Conversational Recommendation. IEEE Trans. Knowl. Data Eng. 35(5): 4923-4939 (2023)- [c153]Xinchao Xu, Zeyang Lei, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang:
Towards Zero-Shot Persona Dialogue Generation with In-Context Learning. ACL (Findings) 2023: 1387-1398 - [c152]Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang:
Towards Boosting the Open-Domain Chatbot with Human Feedback. ACL (1) 2023: 4060-4078 - [c151]Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang:
TOME: A Two-stage Approach for Model-based Retrieval. ACL (1) 2023: 6102-6114 - [c150]Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization. ACL (Findings) 2023: 12103-12119 - [c149]Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Li Chen, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. CVPR 2023: 10135-10145 - [c148]Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization. EMNLP (Industry Track) 2023: 243-262 - [c147]Yanrui Du, Jing Yan, Yan Chen, Jing Liu, Sendong Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Bing Qin:
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation. IJCAI 2023: 5039-5048 - [i81]Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization. CoRR abs/2305.07310 (2023) - [i80]Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen, Haifeng Wang:
TOME: A Two-stage Approach for Model-based Retrieval. CoRR abs/2305.11161 (2023) - [i79]Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization. CoRR abs/2306.06919 (2023) - [i78]Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hao Tian, Hua Wu, Ji-Rong Wen, Haifeng Wang:
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation. CoRR abs/2307.11019 (2023) - [i77]Pengzhi Gao, Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation. CoRR abs/2308.14482 (2023) - 2022
- [j21]Hongyu Luo, Yingfei Xiang, Xiaomin Fang, Wei Li, Fan Wang, Hua Wu, Haifeng Wang:
BatchDTA: implicit batch alignment enhances deep learning-based drug-target affinity estimation. Briefings Bioinform. 23(4) (2022) - [j20]Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang:
HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer. Bioinform. 38(13): 3444-3453 (2022) - [j19]Xiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu, Haifeng Wang:
Geometry-enhanced molecular representation learning for property prediction. Nat. Mach. Intell. 4(2): 127-134 (2022) - [j18]Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Jie Fu, Yang Cao, Yu Kang, Haifeng Wang:
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning. Trans. Mach. Learn. Res. 2022 (2022) - [c146]Donovan Ong, Jian Su, Bin Chen, Anh Tuan Luu, Ashok Narendranath, Yue Li, Shuqi Sun, Yingzhan Lin, Haifeng Wang:
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022: 11121-11129 - [c145]Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu:
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. ACL (1) 2022: 1024-1034 - [c144]Le Qi, Shangwen Lv, Hongyu Li, Jing Liu, Yu Zhang, Qiaoqiao She, Hua Wu, Haifeng Wang, Ting Liu:
DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering. ACL (Findings) 2022: 1338-1351 - [c143]Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Shihang Wang:
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory. ACL (Findings) 2022: 2639-2650 - [c142]Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. ACL (Findings) 2022: 3187-3201 - [c141]Ruiqing Zhang, Zhongjun He, Hua Wu, Haifeng Wang:
Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation. ACL (1) 2022: 7862-7874 - [c140]Miao Fan, Jizhou Huang, Haifeng Wang:
DuMapper: Towards Automatic Verification of Large-Scale POIs with Street Views at Baidu Maps. CIKM 2022: 3063-3071 - [c139]Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang:
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CIKM 2022: 3172-3181 - [c138]Jizhou Huang, Haifeng Wang, Shaolei Wang:
DuIVRS: A Telephonic Interactive Voice Response System for Large-Scale POI Attribute Acquisition at Baidu Maps. CIKM 2022: 3182-3191 - [c137]Deguo Xia, Jizhou Huang, Jianzhong Yang, Xiyan Liu, Haifeng Wang:
DuARUS: Automatic Geo-object Change Detection with Street-view Imagery for Updating Road Database at Baidu Maps. CIKM 2022: 3565-3574 - [c136]Deguo Xia, Xiyan Liu, Wei Zhang, Hui Zhao, Chengzhou Li, Weiming Zhang, Jizhou Huang, Haifeng Wang:
DuTraffic: Live Traffic Condition Prediction with Trajectory Data and Street Views at Baidu Maps. CIKM 2022: 3575-3583 - [c135]Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang:
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. CoNLL 2022: 70-84 - [c134]Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards. EMNLP (Findings) 2022: 108-117 - [c133]Zeyang Lei, Chao Zhang, Xinchao Xu, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Yi Yang, Shuanglong Li:
PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning. EMNLP (Industry Track) 2022: 512-520 - [c132]Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Yuhui Cao, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. EMNLP (Findings) 2022: 3744-3756 - [c131]Hongyu Zhu, Yan Chen, Jing Yan, Jing Liu, Yu Hong, Ying Chen, Hua Wu, Haifeng Wang:
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models. EMNLP 2022: 7782-7794 - [c130]Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zheng-Yu Niu:
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. AACL/IJCNLP (Findings) 2022: 107-118 - [c129]Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng:
ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps. KDD 2022: 3029-3039 - [c128]Jizhou Huang, Haifeng Wang, Shiqiang Ding, Shaolei Wang:
DuIVA: An Intelligent Voice Assistant for Hands-free and Eyes-free Voice Interaction with the Baidu Maps App. KDD 2022: 3040-3050 - [c127]Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang:
CLOP: Video-and-Language Pre-Training with Knowledge Regularizations. ACM Multimedia 2022: 4584-4593 - [c126]Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang:
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation. NAACL-HLT 2022: 3938-3948 - [i76]Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Yibo Sun, Ying Li:
Understanding the Impact of the COVID-19 Pandemic on Transportation-related Behaviors with Human Mobility Data. CoRR abs/2202.12264 (2022) - [i75]Xinchao Xu, Zhibin Gou, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang, Shihang Wang:
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory. CoRR abs/2203.05797 (2022) - [i74]Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning. CoRR abs/2203.09067 (2022) - [i73]Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng:
POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps. CoRR abs/2203.09127 (2022) - [i72]Yifu Qiu, Hongyu Li, Yingqi Qu, Ying Chen, Qiaoqiao She, Jing Liu, Hua Wu, Haifeng Wang:
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine. CoRR abs/2203.10232 (2022) - [i71]Yang Liu, Jiaxiang Liu, Li Chen, Yuxiang Lu, Shikun Feng, Zhida Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention. CoRR abs/2203.12276 (2022) - [i70]Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu:
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. CoRR abs/2204.07299 (2022) - [i69]Shihang Wang, Xinchao Xu, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang:
Towards Multi-Turn Empathetic Dialogs with Positive Emotion Elicitation. CoRR abs/2204.10509 (2022) - [i68]Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qifei Wu, Yuchen Ding, Hua Wu, Haifeng Wang, Ji-Rong Wen:
A Thorough Examination on Zero-shot Dense Retrieval. CoRR abs/2204.12755 (2022) - [i67]Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang:
HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer. CoRR abs/2205.08055 (2022) - [i66]Yuxiang Lu, Yiding Liu, Jiaxiang Liu, Yunsheng Shi, Zhengjie Huang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Shuaiqiang Wang, Dawei Yin, Haifeng Wang:
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval. CoRR abs/2205.09153 (2022) - [i65]Lijie Wang, Yaozong Shen, Shuyuan Peng, Shuai Zhang, Xinyan Xiao, Hao Liu, Hongxuan Tang, Ying Chen, Hua Wu, Haifeng Wang:
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP. CoRR abs/2205.11097 (2022) - [i64]Yanrui Du, Jing Yan, Yan Chen, Jing Liu, Sendong Zhao, Hua Wu, Haifeng Wang, Bing Qin:
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation. CoRR abs/2205.12593 (2022) - [i63]Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang:
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation. CoRR abs/2206.02368 (2022) - [i62]Han Zhou, Xinchao Xu, Wenquan Wu, Zhengyu Niu, Hua Wu, Siqi Bao, Fan Wang, Haifeng Wang:
SINC: Service Information Augmented Open-Domain Conversation. CoRR abs/2206.14000 (2022) - [i61]Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang:
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CoRR abs/2208.06979 (2022) - [i60]Hua Lu, Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang:
Towards Boosting the Open-Domain Chatbot with Human Feedback. CoRR abs/2208.14165 (2022) - [i59]Bin Shan, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training. CoRR abs/2209.15270 (2022) - [i58]Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. CoRR abs/2210.06155 (2022) - [i57]Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards. CoRR abs/2210.12050 (2022) - [i56]Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. CoRR abs/2210.15257 (2022) - [i55]Siqi Bao, Huang He, Jun Xu, Hua Lu, Fan Wang, Hua Wu, Han Zhou, Wenquan Wu, Zheng-Yu Niu, Haifeng Wang:
PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation. CoRR abs/2211.00910 (2022) - [i54]Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang:
CLOP: Video-and-Language Pre-Training with Knowledge Regularizations. CoRR abs/2211.03314 (2022) - [i53]Bin Shan, Yaqian Han, Weichong Yin, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation. CoRR abs/2211.04861 (2022) - 2021
- [j17]Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Jizhou Huang, Ting Liu:
Coherent Dialog Generation with Query Graph. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(6): 101:1-101:23 (2021) - [c125]Fei Yu, Jiji Tang, Weichong Yin, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs. AAAI 2021: 3208-3216 - [c124]Quan Wang, Haifeng Wang, Yajuan Lyu, Yong Zhu:
Link Prediction on N-ary Relational Facts: A Graph-based Approach. ACL/IJCNLP (Findings) 2021: 396-407 - [c123]Hongxuan Tang, Hongyu Li, Jing Liu, Yu Hong, Hua Wu, Haifeng Wang:
DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications. ACL/IJCNLP (2) 2021: 955-963 - [c122]Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che:
Discovering Dialog Structure Graph for Coherent Dialog Generation. ACL/IJCNLP (1) 2021: 1726-1739 - [c121]Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen:
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval. ACL/IJCNLP (Findings) 2021: 2173-2183 - [c120]Ruiqing Zhang, Chao Pang, Chuanqiang Zhang, Shuohuan Wang, Zhongjun He, Yu Sun, Hua Wu, Haifeng Wang:
Correcting Chinese Spelling Errors with Phonetic Pre-training. ACL/IJCNLP (Findings) 2021: 2250-2261 - [c119]Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu:
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning. ACL/IJCNLP (Findings) 2021: 2513-2525 - [c118]Wei Li, Can Gao, Guocheng Niu, Xinyan Xiao, Hao Liu, Jiachen Liu, Hua Wu, Haifeng Wang:
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. ACL/IJCNLP (1) 2021: 2592-2607 - [c117]Siyu Ding, Junyuan Shang, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer. ACL/IJCNLP (1) 2021: 2914-2927 - [c116]Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang:
BASS: Boosting Abstractive Summarization with Unified Semantic Graph. ACL/IJCNLP (1) 2021: 6052-6067 - [c115]Zijing Liu, Xianbin Ye, Xiaoming Fang, Fan Wang, Hua Wu, Haifeng Wang:
Docking-based Virtual Screening with Multi-Task Learning. BIBM 2021: 381-385 - [c114]Yibo Sun, Jizhou Huang, Chunyuan Yuan, Miao Fan, Haifeng Wang, Ming Liu, Bing Qin:
GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps. CIKM 2021: 4135-4144 - [c113]Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora. EMNLP (1) 2021: 27-38 - [c112]Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu, Haifeng Wang:
Mixup Decoding for Diverse Machine Translation. EMNLP (Findings) 2021: 312-320 - [c111]Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen:
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking. EMNLP (1) 2021: 2825-2835 - [c110]Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang:
SgSum: Transforming Multi-document Summarization into Sub-graph Selection. EMNLP (1) 2021: 4063-4074 - [c109]Zeming Liu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che:
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. EMNLP (1) 2021: 4335-4347 - [c108]Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang:
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. EMNLP (1) 2021: 8974-8983 - [c107]Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang, Qiaojun Li, Tongtong Huang, Siyu Huang, Haifeng Wang, Dejing Dou:
An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China. ICDH 2021: 234-243 - [c106]Miao Fan, Yibo Sun, Jizhou Huang, Haifeng Wang, Ying Li:
Meta-Learned Spatial-Temporal POI Auto-Completion for the Search Engine at Baidu Maps. KDD 2021: 2822-2830 - [c105]Xiaomin Fang, Jizhou Huang, Fan Wang, Lihang Liu, Yibo Sun, Haifeng Wang:
SSML: Self-Supervised Meta-Learner for En Route Travel Time Estimation at Baidu Maps. KDD 2021: 2840-2848 - [c104]Jizhou Huang, Haifeng Wang, Yibo Sun, Miao Fan, Zhengjie Huang, Chunyuan Yuan, Yawen Li:
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps. KDD 2021: 3032-3040 - [c103]Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding. NAACL-HLT 2021: 1702-1715 - [c102]Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang:
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering. NAACL-HLT 2021: 5835-5847 - [i52]Huang He, Hua Lu, Siqi Bao, Fan Wang, Hua Wu, Zhengyu Niu, Haifeng Wang:
Learning to Select External Knowledge with Multi-Scale Negative Sampling. CoRR abs/2102.02096 (2021) - [i51]Ao Zhang, Kun Wu, Lijie Wang, Zhenghua Li, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang:
Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. CoRR abs/2103.02227 (2021) - [i50]Ruiqing Zhang, Xiyang Wang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Zhi Li, Haifeng Wang, Ying Chen, Qinfei Li:
BSTC: A Large-Scale Chinese-English Speech Translation Dataset. CoRR abs/2104.03575 (2021) - [i49]Siqi Bao, Bingjin Chen, Huang He, Xin Tian, Han Zhou, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Yingzhan Lin:
A Unified Pre-training Framework for Conversational AI. CoRR abs/2105.02482 (2021) - [i48]Quan Wang, Haifeng Wang, Yajuan Lyu, Yong Zhu:
Link Prediction on N-ary Relational Facts: A Graph-based Approach. CoRR abs/2105.08476 (2021) - [i47]Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Ziqiang Cao, Sujian Li, Hua Wu, Haifeng Wang:
BASS: Boosting Abstractive Summarization with Unified Semantic Graph. CoRR abs/2105.12041 (2021) - [i46]Weiyue Su, Xuyi Chen, Shikun Feng, Jiaxiang Liu, Weixin Liu, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression. CoRR abs/2106.02241 (2021) - [i45]Xiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu, Haifeng Wang:
ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction. CoRR abs/2106.06130 (2021) - [i44]Yu Sun, Shuohuan Wang, Shikun Feng, Siyu Ding, Chao Pang, Junyuan Shang, Jiaxiang Liu, Xuyi Chen, Yanbin Zhao, Yuxiang Lu, Weixin Liu, Zhihua Wu, Weibao Gong, Jianzhong Liang, Zhizhou Shang, Peng Sun, Wei Liu, Xuan Ouyang, Dianhai Yu, Hao Tian, Hua Wu, Haifeng Wang:
ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR abs/2107.02137 (2021) - [i43]Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen:
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval. CoRR abs/2108.06027 (2021) - [i42]Yibo Sun, Jizhou Huang, Chunyuan Yuan, Miao Fan, Haifeng Wang, Ming Liu, Bing Qin:
GEDIT: Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps. CoRR abs/2108.09104 (2021) - [i41]Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu, Haifeng Wang:
Mixup Decoding for Diverse Machine Translation. CoRR abs/2109.03402 (2021) - [i40]Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Yang Cao, Yu Kang, Haifeng Wang:
Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization. CoRR abs/2109.03554 (2021) - [i39]Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che:
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. CoRR abs/2109.08877 (2021) - [i38]Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhihua Wu, Zhen Guo, Hua Lu, Xinxian Huang, Xin Tian, Xinchao Xu, Yingzhan Lin, Zhengyu Niu:
PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation. CoRR abs/2109.09519 (2021) - [i37]Quan Wang, Songtai Dai, Benfeng Xu, Yajuan Lyu, Yong Zhu, Hua Wu, Haifeng Wang:
Building Chinese Biomedical Language Models via Multi-Level Text Discrimination. CoRR abs/2110.07244 (2021) - [i36]Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen:
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking. CoRR abs/2110.07367 (2021) - [i35]Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang:
SgSum: Transforming Multi-document Summarization into Sub-graph Selection. CoRR abs/2110.12645 (2021) - [i34]