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Word representation - PowerPoint PPT Presentation

Representation Learning for Word, Sense, Phrase, Document and Knowledge

Representation Learning for Word, Sense, Phrase, Document and Knowledge

Representation Learning for Word, Sense, Phrase, Document and Knowledge. Natural Language Processing Lab , Tsinghua University Yu Zhao , Xinxiong Chen, Yankai Lin, Yang Liu Zhiyuan Liu , Maosong Sun. Contributors. Yankai Lin. Yu Zhao. Xinxiong Chen. Yang Liu.

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786 views • 59 slides
Deep learning and applications to Natural language processing

Deep learning and applications to Natural language processing

Topic 3. Deep learning and applications to Natural language processing. outline. Deep learning overview Deep v. shallow architectures Representation learning Breakthroughs Learning principle: greedy layer-wise training Tera scale: data, model, resource Deep learning success

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517 views • 20 slides
Spatial ability and gender as predictors of mathematics problem solving skills

Spatial ability and gender as predictors of mathematics problem solving skills

Spatial ability and gender as predictors of mathematics problem solving skills. Martha Carr, Pat Janes, Sara Woodruff University of Georgia The research was supported by funds from the National Science Foundation GSE/RES program #0114945 and #0429088. Objectives.

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441 views • 19 slides
Learning Sentence Representation for Emotion Classification on Microblogs

Learning Sentence Representation for Emotion Classification on Microblogs

Learning Sentence Representation for Emotion Classification on Microblogs. Duyu Tang, Bing Qin, Ting Liu, Zhenghua Li HIT-SCIR 10/21/2014. Outline. Motivation Representation Learning for Emotion Classification Experiment Results Conclusion and Future Work. Emotion Analysis on Microblog.

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359 views • 19 slides

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