collocation extraction
Collocation Extraction beyond the Independence Assumption
... in collocation extraction is that we have not provided any heuristic for setting the number of classes for the ...of collocation candidate, like the tasks in our evaluation ...
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Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian
... Automatic collocation extraction (CE) is the task of auto- matically identifying collocated words in a given natural language ...term collocation has a significant over- lap with the term multi word ...
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Similarity Based Chinese Synonym Collocation Extraction
... bi-grams collocation is very low, only around ...in collocation extraction (there are almost no reports on recall estimation) even though it is understood that low occurrence collocations cannot be ...
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Accurate Collocation Extraction Using a Multilingual Parser
... tion extraction systems already employ (but only to a limited extent) linguistic tools in order to sup- port the collocation identification in text ...for collocation extraction (for instance, ...
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An Extensive Empirical Study of Collocation Extraction Methods
... The term collocation has both linguistic and lexi- cographic character. It covers a wide range of lexical phenomena, such as phrasal verbs, light verb com- pounds, idioms, stock phrases, technological ex- ...
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Synonymous Collocation Extraction Using Translation Information
... lingual corpora (unlimited in some sense) and very limited bilingual corpora, this paper proposes a method that tries to make full use of these different resources to get an optimal compromise of preci- sion and coverage ...
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Comparison of Collocation Extraction Measures for Document Indexing
... of collocation extraction, but the lack of a widely accepted definition of a collocation leads to a great diversity in used measures and eval- uation techniques, depending on the purpose of ...
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Collocation Extraction Using Monolingual Word Alignment Method
... The main contribution of this paper is that the well studied bilingual statistical word alignment method is successfully adapted to monolingual scenario for collocation extraction. Compared with the ...
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Using bilingual word embeddings for multilingual collocation extraction
... multilingual collocation extraction which takes advantage of parallel corpora to learn bilingual ...Monolingual collocation candidates are retrieved using Universal Dependencies, while the distri- ...
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Combining Association Measures for Collocation Extraction
... Collocation extraction can be viewed as classifi- cation into two categories. By setting a threshold, any association measure becomes a binary clas- sifier: bigrams with higher association scores fall into ...
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Tools for Collocation Extraction: Preferences for Active vs. Passive
... to collocation extraction, some of which are based on statistical measures only, while others rely on morphosyntactic and syntactic annotation of corpus data or on a combination of both, statistical and ...
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Sentence Compression for Target Polarity Word Collocation Extraction
... (T-P) collocation extraction, a basic sentiment analysis task, relies primarily on syntactic features to identify the relationships between targets and polarity ...
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Term and Collocation Extraction by Means of Complex Linguistic Web Services
... as collocation extraction and corpus ...on extraction of single and multiword items typical of a specific domain or typical of a regional variety of ...
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Improving the Collocation Extraction Method Using an Untagged Corpus for Persian Word Sense Disambiguation
... of collocation number to unique occurrence number of the words and the fact that high levels of this ratio are vague and imprecise due to dependence to the size of corpus and occurrence of other ...of ...
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TCtract-A Collocation Extraction Approach for Noun Phrases Using Shallow Parsing Rules and Statistic Models
... Statistical approaches in collocation extraction still need improvement in terms of precision ([1], [10], [11]). There are two reasons for this. First, any given set of words has a very large number of ...
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A Comparative Evaluation of Collocation Extraction Techniques
... into collocation extraction (Pearce, 2001) has produced a new technique based on analysing the possible substitutions for synonyms within candidate ...(a collocation) occurs more frequently than the ...
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Collocation Extraction using Parallel Corpus
... In order to evaluate this method we performed a comparison between our method and the classical baseline for Collocation Extraction which is the window-based method. Our evaluation approach obviates the ...
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Collocation Extraction Based on Modifiability Statistics
... 4,000 collocation can- didates, the incorporation of linguistic criteria (via tagging and predicate-argument parsing) boosts pre- cision up to a level of 80% and recall to ...allows collocation ...
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Comparative Evaluation of Collocation Extraction Metrics
... automatic extraction of collocations is typically carried out employing some statistic indicating concurrency in order to identify words that co-occur more often than expected by ...of collocation ...
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Evaluation of automatic collocation extraction methods for language learning
... A number of methods have been proposed to automatically extract collocations, i.e., con- ventionalized lexical combinations, from text corpora. However, the attempts to evaluate and compare them with a specific applica- ...
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