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Books and Theses
- 2017
[b1]Chenxiao Dou:
Property of Density in Entity Resolution and its Usage for Blocking and Learning. University of New South Wales, Sydney, Australia, 2017
Journal Articles
- 2019
- [j1]Chenxiao Dou, Yi Cui, Daniel Sun, Raymond K. Wong, Muhammad Atif, Guoqiang Li, Rajiv Ranjan
:
Unsupervised blocking and probabilistic parallelisation for record matching of distributed big data. J. Supercomput. 75(2): 623-645 (2019)
Conference and Workshop Papers
- 2023
- [c9]Chenxiao Dou, Xianghui Sun, Yaoshu Wang, Yunjie Ji, Baochang Ma, Xiangang Li:
Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition. AAAI 2023: 12737-12744 - 2022
- [c8]Ziyue Zhong, Meihui Zhang, Ju Fan, Chenxiao Dou:
Semantics Driven Embedding Learning for Effective Entity Alignment. ICDE 2022: 2127-2140 - [c7]Yunjie Ji, Liangyu Chen, Chenxiao Dou, Baochang Ma, Xiangang Li:
To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning. NAACL-HLT (Findings) 2022: 1292-1300 - [c6]Yong Deng, Chenxiao Dou, Liangyu Chen, Deqiang Miao, Xianghui Sun, Baochang Ma, Xiangang Li:
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection. SemEval@NAACL 2022: 319-323 - 2017
- [c5]Chenxiao Dou, Ruoyu Wang, Daniel Sun, Muhammad Atif:
Efficient Density-Based Blocking for Record Matching. IDEAS 2017: 118-126 - [c4]Chenxiao Dou, Daniel Sun, Guoqiang Li, Raymond K. Wong:
Active Learning with Density-Initialized Decision Tree for Record Matching. SSDBM 2017: 14:1-14:12 - 2016
- [c3]Chenxiao Dou, Daniel Sun, Yi-Cheng Chen, Guoqiang Li, Jianquan Liu:
Probabilistic parallelisation of blocking non-matched records for big data. IEEE BigData 2016: 3465-3473 - [c2]Chenxiao Dou, Daniel Sun, Raymond K. Wong:
Unsupervised Blocking of Imbalanced Datasets for Record Matching. WISE (2) 2016: 172-186 - 2012
- [c1]Feng Wang, Ling Liu, Chenxiao Dou:
Stock Market Volatility Prediction: A Service-Oriented Multi-kernel Learning Approach. IEEE SCC 2012: 49-56
Informal and Other Publications
- 2024
- [i3]Sriram Yenamandra, Arun Ramachandran, Mukul Khanna, Karmesh Yadav, Jay Vakil, Andrew Melnik, Michael Büttner, Leon Harz, Lyon Brown, Gora Chand Nandi, Arjun P. S, Gaurav Kumar Yadav, Rahul Kala, Robert Haschke, Yang Luo, Jinxin Zhu, Yansen Han, Bingyi Lu, Xuan Gu, Qinyuan Liu, Yaping Zhao, Qiting Ye, Chenxiao Dou, Yansong Chua, Volodymyr Kuzma, Vladyslav Humennyy, Ruslan Partsey, Jonathan Francis, Devendra Singh Chaplot, Gunjan Chhablani, Alexander Clegg, Théophile Gervet, Vidhi Jain, Ram Ramrakhya, Andrew Szot, Austin S. Wang, Tsung-Yen Yang, Aaron Edsinger, Charles C. Kemp, Binit Shah, Zsolt Kira, Dhruv Batra, Roozbeh Mottaghi, Yonatan Bisk, Chris Paxton:
Towards Open-World Mobile Manipulation in Homes: Lessons from the Neurips 2023 HomeRobot Open Vocabulary Mobile Manipulation Challenge. CoRR abs/2407.06939 (2024) - 2022
- [i2]Yunjie Ji, Liangyu Chen, Chenxiao Dou, Baochang Ma, Xiangang Li:
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning. CoRR abs/2208.01299 (2022) - [i1]Yong Deng, Chenxiao Dou, Liangyu Chen, Deqiang Miao, Xianghui Sun, Baochang Ma, Xiangang Li:
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection. CoRR abs/2208.01312 (2022)
Coauthor Index
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