TY - GEN
T1 - Natural language processing
AU - Gelbukh, Alexander
PY - 2005
Y1 - 2005
N2 - Natural Language Processing (NLP) is a major area of artificial intelligence research, which in its turn serves as a field of application and interaction of a number of other traditional AI areas. Until recently, the focus in AI applications in NLP was on knowledge representation, logical reasoning, and constraint satisfaction - first applied to semantics and later to the grammar. In the last decade, a dramatic shift in the NLP research has led to the prevalence of very large-scale applications of statistical methods, such as machine learning and data mining. Naturally, this also opened the way to the learning and optimization methods that constitute the core of modern AI, most notably genetic algorithms and neural networks. In this talk I will give an overview of the current trends in NLP and discuss the possible applications of traditional AI techniques and their combination in this fascinating area.
AB - Natural Language Processing (NLP) is a major area of artificial intelligence research, which in its turn serves as a field of application and interaction of a number of other traditional AI areas. Until recently, the focus in AI applications in NLP was on knowledge representation, logical reasoning, and constraint satisfaction - first applied to semantics and later to the grammar. In the last decade, a dramatic shift in the NLP research has led to the prevalence of very large-scale applications of statistical methods, such as machine learning and data mining. Naturally, this also opened the way to the learning and optimization methods that constitute the core of modern AI, most notably genetic algorithms and neural networks. In this talk I will give an overview of the current trends in NLP and discuss the possible applications of traditional AI techniques and their combination in this fascinating area.
UR - http://www.scopus.com/inward/record.url?scp=33846948649&partnerID=8YFLogxK
U2 - 10.1109/ICHIS.2005.79
DO - 10.1109/ICHIS.2005.79
M3 - Contribución a la conferencia
AN - SCOPUS:33846948649
SN - 0769524575
SN - 9780769524573
T3 - Proceedings - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems
SP - 6
BT - Proceedings - HIS 2005
T2 - HIS 2005: Fifth International Conference on Hybrid Intelligent Systems
Y2 - 6 November 2005 through 9 November 2005
ER -