Standardised Evaluation of English Noun Compound Interpretation Su Nam Kim and Timothy Baldwin Interpreting Compound Nominalisations Jeremy Nicholson and Timothy Baldwin Paraphrasing Verbs for Noun Compound Interpretation
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چکیده
This paper describes a dataset which provides the platform for a task on the extraction of English verb particle constructions with basic valence information.
منابع مشابه
Standardised Evaluation of English Noun Compound Interpretation
We present a tagged corpus for English noun compound interpretation and describe the method used to generate them. In order to collect noun compounds, we extracted binary noun compounds (i.e. noun-noun pairs) by looking for sequences of two nouns in the POS tag data of the Wall Street Journal. We then manually filtered out all noun compounds which were incorrectly tagged or included proper noun...
متن کاملKim, Su Nam and Timothy Baldwin (2008) Benchmarking Noun Compound Interpretation, In Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008), Hyderabad, India
In this paper we provide benchmark results for two classes of methods used in interpreting noun compounds (NCs): semantic similarity-based methods and their hybrids. We evaluate the methods using 7-way and binary class data from the nominal pair interpretation task of SEMEVAL-2007.1 We summarize and analyse our results, with the intention of providing a framework for benchmarking future researc...
متن کاملInterpreting Noun Compounds using Bootstrapping and Sense Collocation
This paper describes a bootstrapping method for automatically tagging noun compounds with their corresponding semantic relations. Our work takes advantage of the collocation of senses of the noun compound constituents and also word similarity. We exploit this to generate a set of noun compounds from a set of previously tagged noun compounds by replacing one constituent of each noun compound wit...
متن کاملBenchmarking Noun Compound Interpretation
In this paper we provide benchmark results for two classes of methods used in interpreting noun compounds (NCs): semantic similarity-based methods and their hybrids. We evaluate the methods using 7-way and binary class data from the nominal pair interpretation task of SEMEVAL-2007.1 We summarize and analyse our results, with the intention of providing a framework for benchmarking future researc...
متن کاملStatistical Interpretation of Compound Nouns
We present a method for detecting compound nominalisations in open data, and deriving an interpretation for them. Discovering the semantic relationship between the modifier and head noun in a compound nominalisation is first construed as a twoway disamiguation task between an underlying subject or object semantic relation between a head noun and its modifier, and second as a three-way task betw...
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