Collocation Extraction

In order to extract rigid expressions with a high fre- quency of use, new algorithm that can efficiently extract both uninterrupted and interrupted collocations from very large corpora has been …...

In this paper, we describe a method for automatically retrieving collocations from large text corpora. This method retrieve collocations in the following stages: 1) ex- tracting strings of characters as …...

The paper describes ongoing work on the evaluation of methods for extract- ing collocation candidates from large text corpora. Our research is based on a German treebank corpus used as …...

We introduce a new, linguistically grounded measure of collocativity based on the property of limited modifiability and test it on German PP-verb combinations. We show that our mea- sure not …...

Collocation extraction systems based on pure statistical methods suffer from two major problems. The first problem is their relatively low precision and recall rates. The second problem is their difficulty …...

This paper focuses on the use of advanced techniques of text analysis as support for collocation extraction. A hybrid system is presented that combines statistical meth- ods and multilingual parsing …...

. This paper presents a hybrid method for extracting Chinese noun phrase collocations that combines a statistical model with rule-based linguistic knowledge. The algorithm first extracts all the noun phrase …...

Statistical bilingual word alignment has been well studied in the context of machine trans- lation. This paper adapts the bilingual word alignment algorithm to monolingual scenario to extract collocations from …...

AbstractWe present a web service-based environment for the use of linguistic resources and tools to address issues of terminology and language varieties. We discuss the architecture, corpus representation formats, components …...

. Statistical-based collocation extraction approaches suffer from (1) low precision rate because high co-occurrence bi-grams may be syntactically unrelated and are thus not true collocations; (2) low recall rate because …...

Discourse connectives (e.g. however, because) are terms that explicitly express discourse rela- tions in a coherent text. While a list of discourse connectives is useful for both theoretical and empirical …...

The prevalence of the web has brought about the construction of many large-scale, automatically segmented and tagged corpora, which inevitably introduces errors due to automation and are likely to have …...

In all the natural languages that exist in the world, word collocation plays an important role. The methods of collocation extraction are diverse. On this basis, we compare a variety …...