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Deep Learning Projects

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Jhalak Patel edited this page Oct 10, 2017 · 3 revisions

Projects

Chatbots:

  1. Rule based models: Uses AIML (Artificial Intelligent Markup Language). Follow rules to answer queries.

  2. Intelligent models (Machine Learning):

    • Retrieval-based model - learn to pick response from collection of responses based on query. Does not generate any new sentences.
    • Generative model: Need to consider length of conversation, open vs close domain dialog, Challenge - context based response, coherent personality, understanding intention of user.

  3. Simple Bot using Seq2Seq Model

  4. WildML : Deep Learning for chatbots

  5. Chatbots with Seq2Seq

  6. Practical Seq2Seq

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