aspectExtractWithDependencyFeature

implement "Lifelong Learning CRF for Supervised Aspect Extraction"

run

./run.sh ./dataout

baseline result:

processed 2768 tokens with 176 phrases; found: 122 phrases; correct: 84.

accuracy: 94.54%; precision: 68.85%; recall: 47.73%; FB1: 56.38

         TERM: precision:  68.85%; recall:  47.73%; FB1:  56.38  122

lifelong result:

processed 2768 tokens with 176 phrases; found: 158 phrases; correct: 104.

accuracy: 94.94%; precision: 65.82%; recall: 59.09%; FB1: 62.28

         TERM: precision:  65.82%; recall:  59.09%; FB1:  62.28  158