We gather similar words using Lin ( 1998a ) , mining similar verbs from a comparable-sized parsed corpus , and collecting similar nouns from a broader 10 GB corpus of English text .4 We also use Keller and Lapata ( 2003 ) 's approach to obtaining web-counts .
automatic retrieval and clustering of similar words
Dekang Lin
We also test an MI model inspired by Erk ( 2007 ) : We gather similar words using Lin ( 1998a ) , mining similar verbs from a comparable-sized parsed corpus , and collecting similar nouns from a broader 10 GB corpus of English text .4 We also use Keller and Lapata ( 2003 ) 's approach to obtaining web-counts . Rather than mining parse trees , this technique retrieves counts for the pattern `` V Det N '' in raw online text , where V is any inflection of the verb , Det is the , a , or the empty string , and N is the singular or plural form of the noun .
We gather similar words using @@CITATIONa ) , mining similar verbs from a comparable-sized parsed corpus , and collecting similar nouns from a broader 10 GB corpus of English text .4 We also use Keller and Lapata ( 2003 ) 's approach to obtaining web-counts .