[PDF] Top 20 A Rule Based Approach to Prepositional Phrase Attachment Disambiguation

... A Rule Based Approach to Prepositional Phrase Attachment Disambiguation A R u l e B a s e d A p p r o a c h to P r e p o s i t i o n a l P h r a s e A t t a c h m e n t D i s a m b i g u a t i o n Eri[.] ... See full document

... Resolving prepositional-phrase (PP) attachment ambiguity is a challenging task in natural language ...(low attachment) or verb (high attachment), or it is ...rules based on words ... See full document

... Prepositional phrase attachment is a common source of ambiguity in natural language ...corpus-based approach to prepositional phrase attachment that achieves ... See full document

... PP attachment based on corpus co-occurrence statistics, gathered either from manually annotated training data (Collins and Brooks, 1995; Brill and Resnik, 1994) or from automatically acquired training data ... See full document

... The prepositional phrase attachment problem has received a lot of attention as a stand alone ...transformation based approach (Brill and Resnik, 1994), a memory-based learning ... See full document

... learning based shallow parser can be trained independently, and allow the inclusion of more information sources (input features) than is possible in statistical parsing (because of sparse data ...the ... See full document

... model based on Latent Dirichlet Allocation, in order to overcome data ...this approach on the specific task of resolv- ing PP-attachment ambiguity, explaining how this problem relates to the general ... See full document

... The need for going beyond a single vector per word-type has been well established for a while, and many efforts were focused on building multi-prototype vector space models of meaning (Reisinger and Mooney, 2010; Huang ... See full document

... A Rule Based and MT Oriented Approach to Prepositional Phrase Attachment A R u l e B a s e d a n d M T O r i e n t e d A p p r o a c h t o P r e p o s i t i o n a l P h r a s e A t t a c h m e n t K u[.] ... See full document

... a rule-based parser using statistical Information. PP (Prepositional Phrase) attachment ambiguity is one of the main ambiguities found in ...PP attachment from a corpus, and on ... See full document

... semantic disambiguation can be obtained without a major investment in time or ...disambiguating prepositional phrase (PP) attachment over sentences drawn from the Wall Street Journal ...this ... See full document

... Each of these extensions had a purpose: whereas the point of changing the number of training examples seen by a Machine Learning Algorithm was to monitor the attach- ment accuracy as this number increased, the 10-fold ... See full document

... translation prepositional phrase attachment and orthographic errors are the major ...is based on ‘time, place, direction, ...“Prepositional Phrase Attachment” is ...a ... See full document

... The extracted WSJ corpus data were analyzed manually to identify the semantic category for all words in the lexical categories, V and NP1. According to Fellbaum (1990), there are 15 files or semantic domains of verbs in ... See full document

... [Brill, Resnick 1994] A Rule-Based Approach to Prepositional Phrase Attachment Disambigua- tion.. In Proceedings of the Fifteenth Interna- tional Conferences on Computational Linguis- ti[r] ... See full document

... driven approach to subcategorization frame hypothesis selection that can be used to improve large-scale subcategorization frame ...the approach is to leverage the well-known mapping between syntax and ... See full document

... sense disambiguation (Dagan et ...PP attachment models. The memory-based learning approach of (Zavrel et ...Memory- based learning consults similar previously-seen examples to make a ... See full document

... are based on su- pervised training on annotated corpora such as the Penn Treebank (Marcus et ...the prepositional phrase data set first de- scribed in (Ratnaparkhi et ...(RC) attachment and ... See full document

... For the particular case we are concerned with, attachment of a prepositional phrase in a verb + object context as in sentence 1, these two principles - at least in the version of syntax [r] ... See full document

... The Model Switch- ing method as proposed in this paper can be used with any utility function decision criterion for any decision problem with categorical d a t a that can be represented [r] ... See full document