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161
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VL
2010
IEEE
216views Visual Languages» more  VL 2010»
14 years 11 months ago
Explanatory Debugging: Supporting End-User Debugging of Machine-Learned Programs
Many machine-learning algorithms learn rules of behavior from individual end users, such as taskoriented desktop organizers and handwriting recognizers. These rules form a “prog...
Todd Kulesza, Simone Stumpf, Margaret M. Burnett, ...
ACL
2010
14 years 10 months ago
cdec: A Decoder, Alignment, and Learning Framework for Finite-State and Context-Free Translation Models
We present cdec, an open source framework for decoding, aligning with, and training a number of statistical machine translation models, including word-based models, phrase-based m...
Chris Dyer, Adam Lopez, Juri Ganitkevitch, Jonatha...
124
Voted
KSEM
2010
Springer
14 years 10 months ago
A SOM-Based Technique for a User-Centric Content Extraction and Classification of Web 2.0 with a Special Consideration of Securi
Web 2.0 is much more than adding a nice facade to old web applications rather it is a new way of thinking about software architecture of Rich Internet Applications (RIA). In compar...
Amirreza Tahamtan, Amin Anjomshoaa, Edgar Weippl, ...
110
Voted
NAACL
2010
14 years 10 months ago
Joint Inference for Knowledge Extraction from Biomedical Literature
Knowledge extraction from online repositories such as PubMed holds the promise of dramatically speeding up biomedical research and drug design. After initially focusing on recogni...
Hoifung Poon, Lucy Vanderwende
125
Voted
BIBM
2010
IEEE
173views Bioinformatics» more  BIBM 2010»
14 years 10 months ago
Network-based identification of smoking-associated gene signature for lung cancer
This study presents a novel computational approach to identifying a smoking-associated gene signature. The methodology contains the following steps: 1) identifying genes significa...
Ying-Wooi Wan, Changchang Xiao, Nancy Lan Guo