Brief Bio
| |
I received Ph.D. in Information Systems from the
Department of Systems Engineering and Engineering Management at The
Chinese University of Hong Kong in 2010. Currently I am affiliated
with the same department as a research assistant professor. Prior to
this present appointment, I was a research fellow in the Institute
for Infocomm Research at the Agency for Science, Technology and
Research in Singapore. Early on I was working as an intern
in Microsoft Research Asia (with Natural Language Computing Group)
for many months during 2006-2008. |
Research Interests
- information retrieval, Web search
- natural language processing
- Web data mining
- machine transliteration, cross-lingual information access
- opinion mining and retrieval
| |
I am focusing on effective techniques for cross-lingual
query processing, and cross-lingual and cross-domain adaptive ranking
for Web search. I also worked on opinion retrieval and mining, and is
obsessed in a long run by machine translation and automatic
transliteration of named entities. |
Publications
- Wei Gao and
Cheng Niu. "Cross-Language Mining and Retrieval",
In Ling Liu and Tamer Özsu (Eds.) "Encyclopedia of Database
Systems", 523-528, Springer US 2009, ISBN
978-0-387-35544-3,978-0-387-39940-9.
- Refereed Journal Articles
- Shi Feng, Daling Wang, Ge Yu, Wei Gao, and Kam-Fai Wong.
"Extracting Common Emotions from Blogs Based on Fine-grained Sentiment
Clustering". Knowledge and Information Systems
(KAIS): An International Journal, Vol. 24, No. 1, Springer, July 2010. [url]
- Wei Gao,
Cheng Niu,
Jian-Yun Nie,
Ming Zhou,
Kam-Fai Wong, and
Hsiao-Wuen Hon. "Exploiting
Query Logs for Cross-Lingual Query Suggestions". ACM Transactions on
Information Systems (TOIS), Vol. 28, No.2, Article 6, May 2010. [url,
bibtex]
- Wei Gao and Kam-Fai Wong. "Experimental Studies Using Statistical
Algorithms on Transliterating Phoneme Sequences for English-Chinese Name
Translation". International Journal of Computer Processing of Oriental
Languages, 19(1):63-88, World Scientific Publishing Co., Inc. 2006. [url,
bibtex]
- Refereed Conference Papers
- Peng Li, Jing Jiang, Wei Gao, and Yinglin Wang. "Generating
Aspect-oriented Multi-Document Summarization with Event-aspect Model". In Proceedings of the
2011 Conference on Empirical Methods in Natural Language Processing (EMNLP),
pp.1137-1146, Edinburgh, Scotland, UK, July 2011. [pdf]
- Lanjun Zhou, Binyang Li, Wei Gao, Zhongyu Wei, and Kam-Fai Wong.
"Unsupervised Discovery of Discourse Relations for Eliminating
Intra-Sentence Polarity Ambiguities". In Proceedings of the 2011 Conference
on Empirical Methods in Natural Language Processing (EMNLP), pp.162-171, Edinburgh,
Scotland, UK, July 2011. [pdf, bibtex]
(acceptance rate: 23%)
- Peng Cai, Wei Gao, Aoying Zhou, and Kam-Fai Wong. "Relevant
Knowledge Helps in Choosing Right Teacher: Active Query Selection for
Ranking Adaptation". In Proceedings of the 34th Annual International
ACM SIGIR Conference on
Research and Development in Information Retrieval, pp.115-124, Beijing,
China, July 2011. [pdf,
slides,
bibtex]
(acceptance rate: 19.8%)
- Peng Cai, Wei Gao, Aoying Zhou, and Kam-Fai Wong. "Query
Weighting for Ranking Model Adaptation". In Proceedings of the 49th Annual Meeting
of the Association for Computational Linguistics (ACL),
pp.112-122, Portland, Oregon, USA, June 2011. [pdf,
slides,
bibtex]
- Peng Cai, Wei Gao, Kam-Fai Wong, and Aoying Zhou. "Weight-based
Boosting Model for Cross-Domain Relevance Ranking Adaptation" (Short
paper). In
Proceedings of the 33rd European Conference on Information Retrieval (ECIR),
pp.562-567, Dublin, Ireland, April 2011, Springer-Verlag. [pdf,
slides]
- Wei Gao, Peng Cai, Kam-Fai Wong, and Aoying Zhou. "Learning to
Rank Only Using Training Data from Related Domain". In
Proceedings of the 33rd Annual International ACM SIGIR Conference on
Research and Development in Information Retrieval, pp.162-69, Geneva,
Switzerland, July 2010. [url,
slides,
bibtex] (acceptance
rate: 16.7%)
- Wei Gao, John Blitzer,
Ming Zhou, and
Kam-Fai Wong. "Exploiting
Bilingual Information to Improve Web Search". In Proceedings of
the 47th Annual Meeting of the Association for
Computational Linguistics (ACL), pp.1075-1083, Singapore, August 2009. [url,
slides,
bibtex] (acceptance rate: 21%)
- Wei Gao,
Cheng Niu,
Ming Zhou, and
Kam-Fai Wong. "Joint Ranking
for Multilingual Web Search". In Proceedings of the 31st European Conference on
Information Retrieval (ECIR), Toulouse, France, April 2009.
LNCS-5478, pp.114-125, Springer-Verlag.
[url,
slides,
bibtex] (Best Student Paper)
(acceptance rate: 22.3%)
- Wei Gao,
Cheng Niu,
Jian-Yun Nie,
Ming Zhou,
Jian Hu,
Kam-Fai
Wong, and Hsiao-Wuen Hon. "Cross-Lingual Query Suggestion Using Query Logs
of Different Languages". In Proceedings of the 30th Annual
International ACM SIGIR Conference on Research and Development in
Information Retrieval, pp.463-470, Amsterdam, The
Netherlands, July 2007. [url,
slides,
bibtex] (acceptance rate: 17.5%)
- Wei Gao and Kam-Fai Wong, "Natural Document Clustering by Clique
Percolation in Random Graphs". In Proceedings of the Third Asia Information
Retrieval Symposium (AIRS), Singapore, October 2006. LNCS-4182,
pp.119-131, Springer-Verlag.[url,
bibtex] (acceptance rate: 23%)
- Wei Gao, Kam-Fai Wong, and
Wai Lam. "Improving Transliteration
with Precise Alignment of Phoneme Chunks and Using Contextual Features". In
Proceedings of the First Asia Information Retrieval Symposium (AIRS),
Beijing, China, October 2004. LNCS-3411, pp.106-117, Springer-Verlag. [url,
slides, bibtex] (acceptance rate: 26%)
- Wei Gao, Kam-Fai Wong, and
Wai Lam. "Phoneme-based Transliteration
of Foreign Names for OOV Problem". In Proceedings of the First International
Joint Conference on Natural Language Processing (IJCNLP), Sanya,
China, March 2004.
LNAI-3248, pp.110-119, Springer-Verlag. [url,
slides,
bibtex] (acceptance rate: 31%)
- Qingzhong Li, Wei Gao, Wenjie Li, Kam-Fai Wong, Chunfa Yuan, and
Yun Wang. "Design Issues in a Chinese Financial Information Extraction
System". In Maosong Sun et al. (Eds.) Proceedings of the 20th
International Conference on Computer Processing of Oriental Languages (ICCPOL), Shenyang, China, August 2003, pp.417-423, Tsinghua University
Press.
- Wei Gao, John Blitzer, and
Ming Zhou. "Using English Information in
Non-English Web Search". In Proceedings of the 2nd ACM International Workshop on Improving
Non-English Web Searching (iNEWS'08), pp.17-24, held in conjunction with ACM 17th Conference on
Information and Knowledge Management (CIKM), Napa Valley, California,
USA, October 2008. [url,
bibtex]
- Yunqing Xia,
Kam-Fai Wong, and Wei Gao. "NIL Is Not Nothing: Recognition
of Chinese Network Informal Language Expressions". In Proceedings of the
4th SIGHAN workshop on Chinese Language Processing, pp. 95-102, held in conjunction
with the 2nd International Joint Conference on Natural Language
Processing (IJCNLP), Jeju Island, Korea, October 2005. [url]
Academic Services
Reviewer:
ACM Transactions on Intelligent Systems and
Technology, IEEE Intelligent
Systems, ACM Computing
Surveys, International
Journal of Asian Language Processing
External Reviewer: ACL2011, EMNLP2010, ACM Transactions on Asian Language Information
Processing, Information Processing & Management, Language Resources and
Evaluation, PACLIC09, CIKM09, CIKM08, SIGIR06, AIRS06, ACL05, CIKM05,
SIGMOD04, AIRS04.
Program Committee Member:
EMNLP2010,
SIGIR2011,
EMNLP2011,
PACLIC25
Tutorial Co-chair:
IJCNLP-2011
Master Thesis
Wei Gao, "Phoneme-based
Statistical Transliteration of Foreign Names for OOV Problem", Master Thesis,
CUHK, July 2004. [pdf,
bibtex]
PhD Thesis
Wei Gao, "Exploiting Common Search Interests across
Languages for Web Search", PhD Thesis, CUHK, March 2010.
Teaching
SEEM4570
System Design and Implementation (Spring 2011)
Useful Links
Last updated:
September 2010