Deep Learning model for question answering based in given text data

Seq2seq deep learning architecture. Relevant Skills and Experience I am an experienced machine learning engineer with lots of experience in this type of learning paradigms. Check my profile reviews to get a first taste of the work i deliver Proposed Milestones $250 USD - Milestone Anything about the project will be discussed in chat.

I have worked on NLP based deep learning tasks Relevant Skills and Experience have over 5 plus years in NLP/Deep learing Proposed Milestones $222 USD - first draft

Software to answer questions, based on training data. Relevant Skills and Experience I propose a Java solution based on my own OpenMana NLP. I have already developed a Question-Answering System. Can demo the same. Proposed Milestones $155 USD - On Delivery. Price and schedule are tentative.

I can get started with SQUAD but if you have a domain specific data that will be great. Other than that if you can provide a training environment with pytorch + python3 that will be great. Relevant Skills and Experience I'm a CS master student at IIT Bombay, my specific research area is in question generation, but I have done a lot of reading for QA, I'm familiar with most of the architectures. Proposed Milestones $100 USD - Standard model trained on SQUAD and fine tuned with domain data. $55 USD - Customization to model to achive your requirment

The structure of the project: 1. Learn about the domain and source texts. 2. Agree on the tools (TensorFlow / Keras preferred) 3. Choose your model (2-4 preselected by me) 4. Implementation Relevant Skills and Experience I have wast experiences as a researcher in natural language processing from IBM, Apple Siri group. I focus on chatbots where response generation is a very similar task. The same models can be used. Proposed Milestones $100 USD - Analyze, preprocess the data $20 USD - Agree on the model $100 USD - Implementation $57 USD - Fine tuning and wrapping of the API More about my related NLP experience: - I design and co-implemented TensorFlow dialogue state tracker - I implemented deep learning text summarization in Theano - the decoder part is relevant. - I implemented Neural Machine Translation with Attention model in Theano - the decoder part is important for this task. - I reviewd NLG for chatbot using TensorFlow

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