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Word Embedding

2016年3月11日

Thoughts about character-based word embedding and vocabularies in NLP :character:word:embedding:vocabulary: Goal In this summary we compare the two standard methods of single character embedding and full word embedding. Motivation In...

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Memory Neural Networks :MemNN

2016年3月9日

Goal This summary tries to provide an rough explanation of memory neural networks. In particular, the we focus on the existing architectures with external memory components. Motivation A lot of...

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Sequence-to-Sequence

2016年3月4日

In this summary I like to provide a rough overview of Sequence-To-Sequence neural network architectures and what purposes these serve. Motivation A key observation when dealing with neural networks is...

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Answering Tasks for AI

2016年3月4日

Goal The aim of this short summary is to provide an overview of the tasks an AI system is, should be and will be capable to execute in the near...

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DIALOGUE AND CONVERSATIONAL AGENTS

2016年2月18日

Summary of Jurafsky-Martin (Chapter 19) This paper discusses the elementary structures of spoken dialogue systems (also known as spoken language systems or conversational agents). These systems are typically programs that...

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Deep Learning and Musio

2016年2月11日

Deep learning is a branch of Machine learning and is being actively explored in the recent years. Thanks to deep learning algorithms, it enables Musio to learn like us humans and let...

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What Makes Musio Special?

2016年1月29日

Musio is an Artificial Intelligence robot using deep learning algorithms that attempt to model high-level abstractions in data by using multiple processing layers with complex structures. This enables Musio to think...

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popular technologies in deep learning

2015年7月17日

For more info : NN for Language Presenter : Juno This seminar introduces several popular technologies in deep learning or neural network for natural language processing such as distributed representation of...

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“Musio is a robot friend for either a developer or a five-year-old” -itbusiness.ca

2015年6月1日

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“This Little Robot Wants to Be Your Best Friend” – Wired

2015年6月1日