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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… Expand
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Papers overview

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2018
2018
A substantial thread of recent work on latent tree learning has attempted to develop neural network models with parse-valued… Expand
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Highly Cited
2012
Highly Cited
2012
Design patterns have proven useful in many creative fields, providing content creators with archetypal, reusable guidelines to… Expand
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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… Expand
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Highly Cited
2010
Highly Cited
2010
The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical… Expand
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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… Expand
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Highly Cited
2010
Highly Cited
2010
Inducing a grammar directly from text is one of the oldest and most challenging tasks in Computational Linguistics. Significant… Expand
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Highly Cited
2010
Highly Cited
2010
This paper addresses the problem of learning to map sentences to logical form, given training data consisting of natural language… Expand
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Highly Cited
2007
Highly Cited
2007
Theoretical linguists have traditionally relied on linguistic intuitions such as grammaticality judgments for their data. But the… Expand
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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… Expand
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Highly Cited
2000
Highly Cited
2000
There has recently been some interest in applying machine learning techniques to support the acquisition and adaptation of… Expand
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