search

chenditc / semanticSimilarity

EECS 499 project.
Apache License 2.0
1 stars 1 forks source link

sentence to phrase level #11

Open chenditc opened 10 years ago

chenditc commented 10 years ago

Three approach:

  1. compare sentence to phrase directly as two bad of words.
  2. compare sentence to definition of phrase
  3. compare definition of sentence to definition of phrase

Baseline: Pearson correlation 0.500 Spearman's rho 0.582

chenditc commented 10 years ago
  1. compare sentence to phrase directly as two bad of words:

LIN: Pearson's correlation 0.329226 Spearman's rho 0.316110 JIANG: Pearson's correlation 0.295570 Spearman's rho 0.291415 RESNIK: Pearson's correlation 0.358494 Spearman's rho 0.349388 WUPALM: Pearson's correlation 0.289881 Spearman's rho 0.287488 WORD2VEC: Pearson's correlation 0.500769 Spearman's rho 0.466644

chenditc commented 10 years ago
  1. compare sentence to definition of phrase:

LIN: Pearson's correlation 0.240042 Spearman's rho 0.260899 JIANG: Pearson's correlation 0.217530 Spearman's rho 0.249391 RESNIK: Pearson's correlation 0.264467 Spearman's rho 0.282288