Advanced Preprocessing

TimestampDescription
00:00:00Advanced Preprocessing
00:00:18Part-of-Speech (PoS) Tagging
00:01:06Uses of PoS tags
00:02:24Named Entity Recognition (NER)
00:03:17Uses of NER tags
00:04:08The challenges of NER
00:04:57PoS- and NER-tagging as sequence labelling tasks
00:07:30Constituency parsing
00:10:24Dependency parsing
00:12:22Uses of parsing
00:13:46Which parsing approach to use
00:14:14DEMO: advanced preprocessing with spaCy
00:21:11Preprocessing recap