Postdoc position for machine learning applied to information extraction
Hai Leong
working on the application of information extraction (IE) in natural
language processing (NLP), using approaches such as unsupervised,
semi-
supervised, active or transfer learning. The goal of the project is to
develop technologies for (1) an adaptive IE system that adapts to new
domains or templates with little or no training data, or (2) an IE
system capable of discovering IE templates in an unannotated corpus.
The principal investigator of this project is Dr. Hai Leong Chieu (DSO
National Laboratories), with the following collaborators
1) Assoc Prof Wee Sun Lee, National University of Singapore (NUS)
2) Asst Prof Jing Jiang, Singapore Management University (SMU), and
3) Asst Prof Ivor Tsang, Nanyang Technological University (NTU).
Successful candidates will work in Singapore, in either NUS, SMU or
NTU during a two years duration, starting around *June 2010*.
There is a strong research community in Singapore, particularly in the
area of NLP. Leading conferences in NLP such as SIGIR-2008 and
ACL-2009 were or will be held in Singapore. Singapore is a
cosmopolitan
city situated at the crossroad of Southeast Asia. It represents a
blend
of cultures, customs, and, very importantly in Singapore, cuisines.
More information about Singapore is available at http://www.sg/.
This is a two-year postdoc position. Candidates should have strong
computational background in areas such as machine learning or natural
language processing. Interested candidates should send a C.V. to Hai
Leong Chieu at chai...@dso.org.sg.