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Multiword Expressions and Idiomaticity: How Much of the Sailing Has Been Plain?
Published on 2019-10-0813 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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Presentation
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? - 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
Idioms that can’t be translated literally ?34:58