Grammar induction

Known as: Grammatical induction, Grammatical inference 
Grammar induction, also known as grammatical inference or syntactic pattern recognition, refers to the process in machine learning of learning a… (More)
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Topic mentions per year

Topic mentions per year

1971-2018
020406019712018

Papers overview

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2012
2012
Design patterns have proven useful in many creative fields, providing content creators with archetypal, reusable guidelines to… (More)
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Highly Cited
2011
Highly Cited
2011
We consider the problem of learning factored probabilistic CCG grammars for semantic parsing from data containing sentences… (More)
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Highly Cited
2010
Highly Cited
2010
We present an approach to grammar induction that utilizes syntactic universals to improve dependency parsing across a range of… (More)
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Highly Cited
2009
Highly Cited
2009
  • 2009
Broad-coverage annotated treebanks necessary to train parsers do not exist for many resource-poor languages. The wide… (More)
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Highly Cited
2009
Highly Cited
2009
We present a phrasal synchronous grammar model of translational equivalence. Unlike previous approaches, we do not resort to… (More)
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Highly Cited
2009
Highly Cited
2009
We present a family of priors over probabilistic grammar weights, called the shared logistic normal distribution. This family… (More)
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2008
2008
We present a novel method for inducing synchronous context free grammars (SCFGs) from a corpus of parallel string pairs. SCFGs… (More)
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Highly Cited
2004
Highly Cited
2004
This paper discusses the use of statistical word alignment over multiple parallel texts for the identification of string spans… (More)
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Highly Cited
2002
Highly Cited
2002
We present a generative distributional model for the unsupervised induction of natural language syntax which explicitly models… (More)
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Highly Cited
1995
Highly Cited
1995
We describe a corpus-based induction algorithm for probabilistic context-free grammars. The algorithm employs a greedy heuristic… (More)
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