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Multiword Expressions and Idiomaticity: How Much of the Sailing Has Been Plain?
Published on Oct 08, 201913 Views
Precise natural language understanding requires adequate treatments both of single words and of larger units. However, expressions like idioms, verb-particle constructions and compound nouns may displ
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Chapter list
Multiword Expressions and Idiomaticity00:00
Multiword Expressions in a Nutshell 00:29
Multiword Expressions in a Nutshell - 201:08
MWEs are all around 02:02
What happens if we ignore them?02:42
MWEs and NLP03:59
Processing MWEs 04:43
Processing MWEs - 207:02
Outline07:16
NLP and the Principle of Compositionality 07:32
NLP and the Principle of Compositionality - 208:18
Compositionality vs. Idiomaticity09:21
How to detect compositionality?10:37
How to detect compositionality? - 211:39
How to detect compositionality? - 312:09
Distributional Semantic Models12:27
Distributional Semantic Models - 213:45
Distributional Semantic Models - 314:04
The models14:19
Gold standards16:19
Collecting Human Judgments 17:38
Collecting Human Judgments - 218:25
Collecting Human Judgments - 319:03
Collecting Human Judgments - Agreement 19:23
Agreement21:16
Evaluation22:27
Evaluation – Type of Preprocessing 24:47
Evaluation – Number of Dimensions25:59
Evaluation – Size of Context Window26:36
Evaluation – Corpus Size 27:17
How to detect compositionality?28:58
DSMs and Compositionality29:39
DSMs and Compositionality - 230:17
DSMs and Compositionality - 330:47
mwetoolkit 31:42
Future Work32:38
Thank you34:33
Multiword Expressions and Idiomaticity34:58
Idioms that can’t be translated literally ?34:58