Lexical Analysis of Serbian with Conditional Random Fields and Large-Coverage Finite-State Resources

2018 ◽  
pp. 277-289
Author(s):  
Mathieu Constant ◽  
Cvetana Krstev ◽  
Duško Vitas
Keyword(s):  
Random Fields ◽  
Conditional Random Fields ◽  
Lexical Analysis ◽  
Finite State

scholarly journals Accounting for Contiguous Multiword Expressions in Shallow Parsing

2013 ◽  
Vol 99 (1) ◽  
pp. 57-73
Author(s):  
Matthieu Constant ◽  
Olivier Blanc ◽  
Patrick Watrin
Keyword(s):  
Random Fields ◽  
Conditional Random Fields ◽  
Expression Recognition ◽  
Multiword Expressions ◽  
Finite State ◽  
Shallow Parsing

Abstract In this paper, we focus on chunking including contiguous multiword expression recognition, namely super-chunking. In particular, we present different strategies to improve a superchunker based on Conditional Random Fields by combining it with a finite-state symbolic super-chunker driven by lexical and grammatical resources. We display a substantial gain of 7.6 points in terms of overall accuracy.

Detection Approach of DDoS Attacks Based on Conditional Random Fields

2011 ◽  
Vol 22 (8) ◽  
pp. 1897-1910 ◽  
Author(s):  
Yun LIU ◽  
Zhi-Ping CAI ◽  
Ping ZHONG ◽  
Jian-Ping YIN ◽  
Jie-Ren CHENG
Keyword(s):  
Random Fields ◽  
Conditional Random Fields ◽  
Ddos Attacks ◽  
Detection Approach

Mongolian part-of-speech tagging approach based on conditional random fields

2010 ◽  
Vol 30 (8) ◽  
pp. 2038-2040
Author(s):  
Yu-long YING ◽  
Miao LI ◽  
bala Wuda ◽  
Hai ZHU
Keyword(s):  
Random Fields ◽  
Conditional Random Fields ◽  
Part Of Speech Tagging ◽  
Part Of Speech ◽  
Speech Tagging

Long-range Terrain Perception Based on Conditional Random Fields

ROBOT ◽  
2010 ◽  
Vol 32 (3) ◽  
pp. 326-333
Author(s):  
Mingjun WANG ◽  
Jun ZHOU ◽  
Jun TU ◽  
Chengliang LIU
Keyword(s):  
Long Range ◽  
Random Fields ◽  
Conditional Random Fields
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