794 citations · 981 across the 8 of their papers we have counts for
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cmp-lg1997★ 49 cited
Three Generative, Lexicalised Models for Statistical Parsing
Michael Collins
In this paper we first propose a new statistical parsing model, which is a generative model of lexicalised context-free grammar. We then extend the model to include a probabilistic…
cmp-lg1996
A New Statistical Parser Based on Bigram Lexical Dependencies
Michael Collins
This paper describes a new statistical parser which is based on probabilities of dependencies between head-words in the parse tree. Standard bigram probability estimation technique…
cmp-lg1995★ 52 cited
Prepositional Phrase Attachment through a Backed-Off Model
Michael Collins, James Brooks
Recent work has considered corpus-based or statistical approaches to the problem of prepositional phrase attachment ambiguity. Typically, ambiguous verb phrases of the form {v np1…