Recognition of Multi-word Expressions (MWEs) and their relative compositionality are crucial to Natural Language Processing. Various statistical techniques have been proposed to recognize MWEs. In this paper, we integrate all the existing statistical features and investigate a range of classifiers for their suitability for recognizing the non-compositional Verb-Noun (V-N) collocations. In the t...

Term Extraction, a key data preparation step in Text Mining, extracts the terms, i.e. relevant collocation of words, attached to specific concepts (e.g. genetic-algorithms and decisiontrees are terms associated to the concept “Machine Learning” ). In this paper, the task of extracting interesting collocations is achieved through a supervised learning algorithm, exploiting a few collocations man...

Collocations are notoriously difficult for non-native speakers to translate, primarily because they are opaque and cannot be translated on a word-by-word basis. We describe a program named Champollion which, given a pair of parallel corpora in two different languages and a list of collocations in one of them, automatically produces their translations. Our goal is to provide a tool for compiling...

this study focused on the effect of teaching collocations on the awareness of two affective dimensions, evaluation and potency dimensions, of deep vocabulary knowledge as well as the general vocabulary knowledge of efl students. sixty intermediate efl female adult learners participated in this study; they were chosen among 90 students through the pet and a general vocabulary knowledge test. the...

'l?his paper 1)rovidcs an at)l)roa(:h to tim semi-aul;onmtic exl;i'action of (:ollocaIJons f lom eorl)ora using sl;atisti(:s. The growing availability of lm'ge textual cort)ora, and the in(:reasing number of applications of colloeal;ion extra(:tion, has given risc~ 1;o wu.ious apt)roaches on the I;opi(:. In l;his palter, we address the probl(;m of 'ne,stcd collocrd, ions; thai, is, those being ...

In this paper, we introduce a system, Sentence Planning Using Description, which generates collocations within the paradigm of sentence planning. SPUD simultaneously constructs the semantics and syntax of a sentence using a Lexicalized Tree Adjoining Grammar (LTAG). This approach captures naturally and elegantly the interaction between pragmatic and syntactic constraints on descriptions in a se...

We present a proposal for the structuring of collocation knowledge 1 in the lexicon of a multilingual generation system and show to what extent it can be used in the process of lexical selection. This proposal is part of Polygloss, a new research project on multilingual generation, and it has been inspired by work carried out in the S EMSYN project (see e.g. [I~(~SNEtt 198812). The descriptive ...

When learning English words, it is useful to also learn the words they often occur with .This combination of words that work together is known under the name of collocation. Learning collocations is an important part of acquiring the vocabulary of a language. A collocation refers to clusters of words that often go together throughout written and spoken English and form a common expression. An u...

This paper describes an attempt at investigating some collocational properties of translated language. The notion of collocation is one of the cornerstones of corpus linguistics, and has been the subject of substantial speculation and empirical research (section 2.1). Within translation studies, few works have tackled this issue, partly because of methodological conundrums (section 2.2). Yet co...