-
 Ruoying Wang, Lei Zhang,
Yang Yang, Yi Zhen, Bo Long, Tie Wang, Vinoth Govindaraj,Todd Palino, Samir
Tata, Viji Nair. "CapPredictor: A Capacity Headroom Prediction Framework in
Cloud", Workshop on Cloud Intelligence , In Proceeding of
the 34th AAAI Conference on Artificial Intenlligence, (AAAI 2020
)
-
Yi Zhen, Yung-Yu Chung, Yang Yang, Lei Zhang,
Ruoying Wang, Bo Long, Tie Wang, Pranay Kanwar, Dong Wang, Mike Snow, Sanket
Patel, Stephen Bisordi, Viji Nair. "HotspotRank: Hotspot Detection in
Large-Scale Microservice Architecture", Workshop on Cloud Intelligence
, In Proceeding of the 34th AAAI Conference on Artificial
Intenlligence, (AAAI 2020)
-
Lei Zhang, Shuai
Wang, Bing Liu "Deep Learning
for Sentiment Analysis: A Survey", Wiley Interdisciplinary
Reviews: Data Mining and Knowledge Discovery, 2018 (Among
top cited articles of the journal, 2018-2019)
-
Lei Zhang, Bing Liu "Aspect Extraction
for Sentiment Analysis in Social Media", book chapter in Encyclopedia of Social
Network Analysis and Mining, Springer, 2016
-
Lei Zhang, Bing Liu. "Sentiment
Analysis and Opinion Mining", book chapter in Encyclopedia of
Machine Learning and Data Mining, Springer, 2015
-
Lei Zhang, Bing Liu. "Aspect and Entity Extraction for Opinion
Mining", book chapter in Data Mining and Knowledge Discovery for Big Data:
Methodologies, Challenges, and Opportunities, Springer, 2014 [pdf]
-
Lifeng Jia, Clement Yu, Weiyi Meng and Lei Zhang. Facet-Driven
Blog Feed Retrieval. In Proceeding of the 14th International Conference on
Intelligent Text Processing and Computational Linguistics (CICLing
2013)
-
Bing Liu, Lei Zhang. "A Survey of
Opinion Mining and Sentiment Analysis". book chapter in Mining Text Data,
Kluwer Academic Publishers 2012 [pdf]
-
Lei Zhang, Bing Liu. "Extracting
Resource Terms for Sentiment Analysis". In Proceeding of the 5th International
Joint Conference on Natural Language Processing (IJCNLP 2011)
[pdf]
-
Lei Zhang, Bing Liu. "Identifying Noun Product Features that
Imply Opinions". In Proceeding of the 49th Annual Meeting of the Association
for Computational Linguistics (ACL 2011) [poster][pdf]
-
Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia.
"Identifying Evaluative Sentences in Online Discussions" In Proceedings of 25th
Conference on Artificial Intelligence (AAAI 2011)
-
Malu
Castellanos, Umeshwar Dayal, Meichun
Hsu,
Riddhiman Ghosh, Mohamed Dekhil, Yue Lu, Lei Zhang, Mark
Schreiman. "LCI : A Social Channel Analysis Platform for Live Customer
Intelligence" In Proceedings of the 2011 ACM SIGMOD/PODS Conference
(SIGMOD 2011)
-
Lei Zhang, Riddhiman Ghosh, Mohamed Dekhil, Meichun Hsu, Bing
Liu. "Combining Lexicon-based and Learning-based Methods for Twitter
Sentiment Analysis". Technical Report, HP Labs.[pdf]
-
Lei
Zhang, Bing Liu. "Entity Set Expansion in Opinion Documents".In
Proceedings of the 22nd ACM Conference on Hypertext and Hypermedia(HT
2011) [ppt][pdf][demo][data]
-
Malu Castellanos, Riddhiman Ghosh, Yue Lu,
Lei Zhang, Perla Ruiz, Mohamed Dekhil, Umeshwar Dayal,Meichun
Hsu. "LivePulse: Tapping Social Media for Sentiments in Real-Time", In
Proceedings of the 20th World Wide Web Conference (WWW
2011) [system demo]
-
Lei Zhang, Bing Liu, Suk Hwan Lim, Eamonn O'Brien-Strain.
"Extracting and Ranking Product Features in Opinion Documents", In
Proceedings of the 23rd International Conference on Computational Linguistics
(COLING 2010) [poster]
[pdf] [demo]
-
Xiaoli Li, Lei Zhang, Bing Liu, See-Kiong Ng. "Distributional
Similarity vs. PU Learning for Entity Set Expansion", In Proceedings of the
48th Annual Meeting of the Association for Computational Linguistics (ACL
2010)
-
Xiaowen Ding, Bing Liu, Lei Zhang. "Entity Discovery and
Assignment for Opinion Mining Applications", In Proceedings of ACM SIGKDD
International Conference on Knowledge Discovery and Data Mining (KDD
2009)
-
Lei Zhang, Bing Liu, Jeffrey Benkler, Chi Zhou. "Finding
Actionable Knowledge via Automated Comparison", In Proceedings of the 25th
International Conference on Data Engineering (ICDE 2009) [ppt][pdf][similar
open source application]
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