Ashutosh Modi. 2016. Event Embeddings for Semantic Script Modeling. In Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, ...
Event Embeddings for Semantic Script Modeling - SFB 1102
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Semantic scripts is a conceptual representation which defines how events are organized into higher level activities. Practically all the previous approaches to ...
Aug 16, 2016 · Contextual embeddings represent a new generation of semantic representations learned from Neural Language Modelling (NLM) that addresses the ...
Aug 1, 2016 · A neural network model which relies on distributed compositional representations of events, which captures statistical dependencies between ...
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Dec 18, 2013 · Abstract:Induction of common sense knowledge about prototypical sequences of events has recently received much attention.
Missing: Modeling. | Show results with:Modeling.
The parameters of the com- positional process for computing the event rep- resentations and the ranking component of the model are jointly estimated from texts.
Review: The authors propose a model that takes a set of events (written as English text) as input, and outputs the temporal ordering of those events. As opposed ...
The joint semantic language model is of high quality and can generate better semantic sequences than models that operate on the word level and can be ...
The parameters of the compositional process for computing the event representations and the ranking component of the model are jointly estimated from unlabeled ...