loses the sequential and syntactic information of the text. In this paper, we .... shares, positions, equity, jobs, awards, rep- resentation ..... Curran Associates, Inc.
systems. 1 Introduction. Word sense disambiguation (WSD) is one of the fundamental ... lexicographers' file ID in WORDNET, with which each noun or verb ...
We cast the problem of supersense tagging as a sequential label- ing task and investigate it empirically with a discriminatively-trained Hidden Markov. Model. ... object natural objects (not man-made) animal animals quantity quantities and units of m
We define many such features. For each ... Since data preparation for supervised learning is expensive, it is desirable to develop ..... Example application of BB.
lated, bilingual bootstrapping makes use of a small amount of classified data and a large amount .... we obtain eε = (... computer, manufacturing, (plant), and, ..... For example, for the sense of money paid for the use of money, we selected the.
a machine learning technique called. 'Bilingual Bootstrapping'. Bilingual. Bootstrapping makes use of ï¼ in learningï¼ a small number of classified data and a ...
An equivalent problem exists in social network analysis [1,12] (viz. search in matrimonial websites or business/social network websites) where importance of a ...
also choose (depending on computational expense) multiple samples from each .... analysis [1,12] (viz. search in matrimonial websites or business/social network ..... Wasserman S., Faust K.: Social Network Analysis: Methods and Applications. ... Lu W
Adjective: comparative degree, superlative degree. 5. Adverb: comparative .... Notice that the part of speech was not spelled out; its abbreviation was being used ...
... of Information Science and Technology, Xiamen University, Xiamen 361005, PR China ...... Engineering Applications of Artificial Intelligence 41 (2015) 166â174. 171 .... for the Doctoral Program of Higher Education of China (Grant no.
On the other hand, (Ide and Veronis. 1998) reported that coarse-grained sense distinctions are sufficient for several NLP applications. In particular, the use of the ...
Below you can see three possible morphological parses for the Turkish word âmasalıâ .... We used the Good-Turing and the Kneser-Ney smoothing techniques to ...
new potential research direction by developing a novel approach for extracting dis- .... 7.1 Accuracies obtained on in-domain data using n-grams (n=4), local.
3See http://wiki.delph-in.net/moin/LkbTop for details about LKB. 4Parser .... is a grammar and lexicon development environment for use with unification-based.
leverage them as labeled data, thus create a training data set with sentences ... traditional methods. ... in describing the generation process of a corpus, hence it.
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