Domain and Function: A Dual-Space Model of Semantic Relations and Compositions
Table 2: Contextual patterns for the first and last columns in domain space. CLU is an abbreviation for Chartered Life Underwriter and other terms, condyle is a round bump on a bone where it forms a joint with another bone, and conocer is the Spanish verb to know, in the sense of being acquainted with a person.
['Column', 'Pattern', 'Count']
For Step 2.3, we set nc to 50,000. In Step 2.4, after we drop rows that are all zero, we are left with nr equal to 114,297. After PPMI (which sets negative elements to zero) we have 149,673,340 nonzero values, for a matrix density of 2.62%. The Count column of the table gives the number of rows (n-grams) that generate the pattern (that is, these are the counts mentioned in Step 2.2). The last patterns all begin with c because they have the same counts and ties are broken by alphabetical order.