Later works , such as Atallah et al. ( 2001a ) , Bolshakov ( 2004 ) , Taskiran et al. ( 2006 ) and Topkara et al. ( 2006b ) , further made use of part-ofspeech taggers and electronic dictionaries , such as WordNet and VerbNet , to increase the robustness of the method .
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Mercan Topkara Umut Topkara Mikhail J Atallah
The first lexical substitution method was proposed by Chapman and Davida ( 1997 ) . Later works , such as Atallah et al. ( 2001a ) , Bolshakov ( 2004 ) , Taskiran et al. ( 2006 ) and Topkara et al. ( 2006b ) , further made use of part-ofspeech taggers and electronic dictionaries , such as WordNet and VerbNet , to increase the robustness of the method . Taskiran et al. ( 2006 ) attempt to use context by prioritizing the alternatives using an ngram language model ; that is , rather than randomly choose an option from the synonym set , the system relies on the language model to select the synonym .
Later works , such as Atallah et al. ( 2001a ) , Bolshakov ( 2004 ) , Taskiran et al. ( 2006 ) and @@CITATIONb ) , further made use of part-ofspeech taggers and electronic dictionaries , such as WordNet and VerbNet , to increase the robustness of the method .