Kim, Su Nam and Timothy Baldwin (to appear) How to Pick out Token Instances of English Verb-Particle Constructions, Journal of Language Resources and Evaluation

نویسندگان

  • Su Nam Kim
  • Timothy Baldwin
چکیده

We propose a method for automatically identifying individual instances of English verb-particle constructions (VPCs) in raw text. Our method employs the RASP parser and analysis of the sentential context of each VPC candidate to differentiate VPCs from simple combinations of a verb and prepositional phrase. We show that our proposed method has an F-score of 0.974 at VPC identification over the Brown Corpus and Wall Street Journal.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Automatic Identification Of English Verb Particle Constructions Using Linguistic Features

This paper presents a method for identifying token instances of verb particle constructions (VPCs) automatically, based on the output of the RASP parser. The proposed method pools together instances of VPCs and verb-PPs from the parser output and uses the sentential context of each such instance to differentiate VPCs from verb-PPs. We show our technique to perform at an F-score of 97.4% at iden...

متن کامل

Detecting Compositionality of English Verb-Particle Constructions using Semantic Similarity

We present a novel method for detecting the compositionality of English verbparticle constructions (VPCs), based on the assumption that compositionality can be modelled with semantic similarity between VPCs and their base verb in isolation. We also evaluate the contribution of components in compositional VPCs using semantic overlap.

متن کامل

Kim, Su Nam, Olena Medelyan, Min-Yen Kan and Timothy Baldwin (to appear) Automatic Keyphrase Extraction from Scientific Articles, Language Resources and Evaluation

This paper describes the organization and results of the automatic keyphrase extraction task held at the workshop on Semantic Evaluation 2010 (SemEval-2010). The keyphrase extraction task was specifically geared towards scientific articles. Systems were automatically evaluated by matching their extracted keyphrases against those assigned by the authors as well as the readers to the same documen...

متن کامل

Kim, Su Nam and Timothy Baldwin (2008) An Unsupervised Approach to Interpreting Noun Compounds, In Proceedings of 2008 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE'08), Beijing, China

This paper proposes an unsupervised approach to automatically interpret noun compounds using semantic similarity. Our proposed unsupervised method is based on obtaining a large amount of robust evidence for NC interpretation. In order to obtain evidence sentences for semantic relations (SRs), we first acquired sentences containing both a head noun and its modifier in the form of SR definitions....

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009