|
Research Interest
Publications
Professional Services
Resume
Links
& Misc. |
I am a Ph.D. Candidate in the
Department of Computer
Science, University of Illinois at
Urbana-Champaign (UIUC). I work with
Prof. Dan Roth in
the Cognitive Computation Group
(CCG). I got my B.Sc. in Information Technology from
the University of Sciences,
HCMC, Vietnam, in 2003.
Research Interest
My research is in the
development of
Machine Learning
and Natural Language Processing
methods to facilitate better access to unstructured
information, such as text found on web pages. My goal is to
incorporate deeper levels of natural language analysis into
Information Extraction and Intelligent Search.
Publications
-
A Robust Shallow Temporal Reasoning System,
Ran Zhao, Quang Do, Dan Roth,
North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demo Session (NAACL-HTL Demo), Montréal, Canada, 2012. [pdf]
-
Exploiting the Wikipedia Structure in Local and Global Classification of Taxonomic Relations,
Quang Do, Dan Roth,
Journal of Natural Language Engineering (JNLE), Vol. 18, Special Issue 2: Statistical Learning of Natural Language Structured Input and Output, 2012. [pdf]
-
Minimally Supervised Event Causality Identification,
Quang Do, YeeSeng Chan, Dan Roth,
Empirical Methods in Natural Language Processing (EMNLP), Edinburgh, Scotland, UK, 2011. [pdf]
-
Jyotish: Constructive Approach for Context Predictions of People Movement from Joint Wifi/Bluetooth Trace,
Long Vu, Quang Do, Klara Nahrstedt,
Journal of Pervasive and Mobile Computing (PMC), Vol. 7, Issue 6, 2011. [pdf]
-
Jyotish: A Novel Framework for Constructing Predictive Model of People Movement from Joint Wifi/Bluetooth Trace,
Long Vu, Quang Do, Klara Nahrstedt,
Ninth Annual IEEE International Conference on Pervasive Computing and
Communications (PerCom),
2011.
Mark Weister Best Paper Award. [pdf]
-
3R: Fine-grained Encounter-based Routing in Delay Tolerant Networks,
Long Vu, Quang Do, Klara Nahrstedt,
12th IEEE International Symposium on a
World of Wireless, Mobile and Multimedia Networks
(WoWMoM), 2011. [pdf]
-
Constraints based Taxonomic Relation Classification,
Quang Do, Dan Roth,
EMNLP, 2010. [pdf]
-
Exploiting Joint Wifi/Bluetooth Trace to Predict People Movement,
Long Vu, Quang Do, Klara Nahrstedt,
TechReport,
University of Illinois, 2010. [pdf]
-
Robust, Light-weight Approaches to compute Lexical Similarity,
Quang Do, Dan Roth, Mark Sammons, Yuancheng Tu, Vinod Vydiswaran,
TechReport, University of Illinois,
2009. [pdf]
-
Relation Alignment for Textual Entailment Recognition,
Mark Sammons, Vinod Vydiswaran, Tim Vieira, Nikhil Johri, Ming-Wei Chang, Dan Goldwasser, Vivek Srikumar, Gourab Kundu, Yuancheng Tu, Kevin Small, Josh Rule, Quang Do and Dan Roth,
TAC, 2009. [pdf]
-
Scalable Knowledge Extraction,
Rakesh Gupta and Quang Do,
US Patent, Application Serial No. 11/873631, Published on
Apr. 24, 2008. [link]
-
Multilingual Dependency Parsing: A Pipeline Approach,
Ming-Wei Chang, Quang Do, Dan Roth,
Book Chapter, RANLP, Springer-Verlag, 2006. [pdf]
-
A Pipeline Framework for Dependency Parsing,
Ming-Wei Chang, Quang Do, Dan Roth,
COLING/ACL, 2006. [pdf]
-
A Pipeline Model for Bottom-Up Dependency Parsing,
Ming-Wei Chang, Quang Do, Dan Roth,
CoNLL-X, 2006. [pdf]
-
An Advanced Approach in English-Vietnamese Syntactic Tree Transfer,
Quang Do, Ngan Nguyen, Dien Dinh,
RANLP, 2005. [pdf]
-
Syntactic Tree Transferring for Automatic English-Vietnamese Machine Translation System,
Quang Do,
B.Sc. Thesis, 2003. [pdf] (in Vietnamese)
-
A Hybrid Approach to Word Order Transfer in English to Vietnamese Machine Translation,
Dien Dinh, Ngan Nguyen, Quang Do, Nam Van,
MT Summit IX, 2003. [pdf]
-
Word Alignment in English-Vietnamese Bilingual Corpus,
Dien Dinh, Ngan Nguyen, Quang Do,
EALPIIT, 2002.
Professional Services
-
Program Committee: COLING 2008, IALP 2009, IALP 2010, IALP
2011, EACL 2012.
Resume
Links and Misc.
|