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Mining the Web for Meaning
Published on Oct 03, 20114388 Views
In 2001, ECML PKDD published my paper, Mining the Web for Synonyms. In 2011, they chose this paper for their 10 Year Award for "the paper that was published 10 years ago in the proceedings of ECML PKD
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Chapter list
Mining the Web for Meaning > Synonyms00:00
Outline00:32
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL - 101:33
Application for PMI-IR: Sentiment Analysis03:04
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL - 204:17
Various TOEFL Results05:36
Beyond Synonyms: Analogies06:47
Various SAT Results07:40
Synonyms to Analogies, TOEFL to SAT08:09
SAT Analogies - 109:08
SAT Analogies - 210:14
Vector Space Models of Semantics10:24
More Semantics11:36
Analogical Mappings - 112:09
Analogical Mappings - 212:47
Analogical Mappings - 313:00
Semantic Composition13:12
Vectors and Logic14:13
Analog and Digital - 115:38
Analog and Digital - 216:11
Conclusion - 117:28
Conclusion - 218:09