Log-linear model

Known as: Log-linear, Log-linear modeling, Loglinear model 
A log-linear model is a mathematical model that takes the form of a function whose logarithm is a linear combination of the parameters of the model… (More)
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2009
Highly Cited
2009
Morphological segmentation breaks words into morphemes (the basic semantic units). It is a key component for natural language… (More)
Is this relevant?
Highly Cited
2007
Highly Cited
2007
The L-BFGS limited-memory quasi-Newton method is the algorithm of choice for optimizing the parameters of large-scale log-linear… (More)
  • table 1
  • figure 1
  • figure 2
  • table 2
  • figure 3
Is this relevant?
Highly Cited
2007
Highly Cited
2007
This article describes a number of log-linear parsing models for an automatically extracted lexicalized grammar. The models are… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • table 2
Is this relevant?
Highly Cited
2006
Highly Cited
2006
Although economists have long been aware of Jensen's inequality, many econometric applications have neglected an important… (More)
  • table 1
  • table 2
  • table 3
  • table 4
  • table 5
Is this relevant?
Highly Cited
2005
Highly Cited
2005
Conditional random fields (Lafferty et al., 2001) are quite effective at sequence labeling tasks like shallow parsing (Sha and… (More)
  • table 1
  • table 2
  • figure 1
  • figure 2
  • table 3
Is this relevant?
Highly Cited
2005
Highly Cited
2005
We present a framework for word alignment based on log-linear models. All knowledge sources are treated as feature functions… (More)
  • table 1
  • table 2
  • table 3
  • figure 1
  • figure 2
Is this relevant?
Highly Cited
2004
Highly Cited
2004
This paper describes and evaluates log-linear parsing models for Combinatory Categorial Grammar (CCG). A parallel implementation… (More)
  • table 1
  • table 2
  • table 3
Is this relevant?
2004
2004
This is yet another introduction to log-linear (“maximum entropy”) models for NLP practitioners, in the spirit of Berger (1996… (More)
  • table 1
Is this relevant?
Highly Cited
1997
Highly Cited
1997
The first € price and the £ and $ price are net prices, subject to local VAT. Prices indicated with * include VAT for books; the… (More)
Is this relevant?
Highly Cited
1996
Highly Cited
1996
SUMMARY The Bayesian approach to comparing models involves calculating the posterior probability of each plausible model. For… (More)
Is this relevant?