[PDF] Top 20 Similarity Based Chinese Synonym Collocation Extraction
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Similarity Based Chinese Synonym Collocation Extraction
... A collocation extraction system normally starts with a so-called headword (sometimes also called a keyword) and proceeds to find co-occurring words called the collocated ...an extraction system where ... See full document
22
Graph based Clustering of Synonym Senses for German Particle Verbs
... of synonym paraphrases for the empirically challenging class of German particle ...phrase extraction system, (i) to improve the precision of synonym identification and ranking, and (ii) to enlarge ... See full document
6
Bilingual Collocation Extraction Based on Syntactic and Statistical Analyses
... In this paper, we describe an algorithm that employs syntactic and statistical analyses to extract rigid lexical bilingual collocations from a parallel corpus. Here, we focus on bilingual collocations, which have some ... See full document
20
Bilingual Collocation Extraction Based on Syntactic and Statistical Analyses
... of collocation candidates in the English and Chinese part of the ...to Chinese are also tallied. From the monolingual collocation candidate counts and cross language concurrence counts, we ... See full document
23
Synonymous Collocation Extraction Using Translation Information
... collocation extraction. We first obtain candidates of synony- mous collocation pairs based on a monolingual corpus and a word ...The similarity of two collocations is estimated by ... See full document
8
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion
... tic similarity, we know from work such as (Fer- ret, 2010; Claveau et ...neighbors based on this weight strongly decreases as the rank of the neighbors ... See full document
11
Vocabulary increase and collocation learning: a corpus-based cross-sectional study of Chinese EFL learners
... and collocation uses, lexical verbs in well-formed and erroneous collocations were classified into synonym sets or synsets, in WordNet ...base synonym classifications exclusively on Levin’ s ... See full document
217
Design of Clothing Collocation Model Based on Expert Opinion
... experience in the field of clothing collocation. To generate these new rules, we can focus on the matching of clothing from the perspective of clothing feature similarity. The characteristics of a garment ... See full document
9
The Design and Construction of A Chinese Collocation Bank
... types based on expert knowledge with reference to the use of statistical data from a 100-million-word ...done based on statistical information which can be incorrect because some co-occurrence data may not ... See full document
6
Semi-compositional Method for Synonym Extraction of Multi-Word Terms
... currently based on the following paradigms: distributional, lexicon-based and multilingual ...the similarity of their contexts. There have been many studies based on distributional paradigm ... See full document
6
Collocation Extraction Based on Modifiability Statistics
... as collocation if its log-likelihood value is greater than some ...constructed similarity thesaurus, Lin (1999) then separates compositional from non-compositional collocations by taking into account the ... See full document
7
SYNONYM EXTRACTION USING SEMANTIC SIMILARITY MEASUREMENT BETWEEN WORDS
... semantic similarity between words has been a part of natural language processing and information retrieval for many ...Semantic similarity is a generic issue in a variety of applications in the areas of ... See full document
11
Graph Based Similarity Measures for Synonym Extraction from Parsed Text
... distributional similarity phenomena, allowing a direct comparison against the DV ...vector-space based method, a similarity score needs to be computed be- tween every candidate from the corpus and ... See full document
5
Synonym extraction and abbreviation expansion with ensembles of semantic spaces
... the synonym extraction task by not only using a single source and a single ...for synonym extraction and demonstrates that ensemble methods out- perform individual classifiers even for very ... See full document
25
An Extensive Empirical Study of Collocation Extraction Methods
... same source. The best method (Pointwise mutual in- formation) achieved 68.3 % recall with 73.0 % pre- cision (F-measure 70.6) on this data. We proposed to combine the association scores of each candidate bigram and ... See full document
6
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, ... See full document
8
Enhancing Automatic Wordnet Construction Using Word Embeddings
... cosine similarity between word vec- tors within each single synset in TWN, the word- net being constructed in language T , to filter false word members within ...cosine similarity larger than α with each ... See full document
5
Synonym Based Ranked Secure Search Over Encrypted Data
... index based scheme will solve the problem of security and provides the search over encrypted ...search based on frequency of search key word in document challenges the security even if we are using the ... See full document
7
Comparison of Collocation Extraction Measures for Document Indexing
... NN collocation with one of the nouns incorrectly tagged as a verb does not pass the POS filter ) , and to the fact that there are collocations appearing less than 3 times in the ... See full document
7
A Comparative Study of English and Chinese Synonym Pairs : An Approach based on The Module-Attribute Representation of Verbal Semantics
... ... See full document
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