Двунаправленная РНС

method ID: bidirectionalrnn

Related Papers

Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

Traditional approaches to Chinese Seman- tic Role Labeling (SRL) almost heavily re- ly on feature engineering. Even worse, the long-range dependencies in a sentence can hardly be modeled by these …...

34444

Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractThis work focuses on the development of linguistic analysis tools for resource-poor languages. We use a parallel corpus to produce a multilingual word representation based only on sentence level alignment. …...

4574

A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractWe present a sequential model for temporal relation classification between intra-sentence events. The key observation is that the overall syntactic structure and compositional meanings of the multi-word context between events …...

32858

Diacritics Restoration Using Neural Networks

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

In this paper, we describe a novel combination of a character-level recurrent neural-network based model and a language model applied to diacritics restoration. In many cases in the past and …...

17778