NLP Architect with Open Vino

Abhishek Nandy

Abhishek Nandy

Kolkata, WB

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We will be using intel NLP architect for our work.We are exploring the natural language conversion process. NLP Architect is an Open Source Library and it is very useful for research NLP Architect has NLP core models that allow robust extraction of linguistic features for NLP workflow: for example, dependency parser (BIST) and NP chunker ...learn more

Project status: Under Development

Artificial Intelligence

Intel Technologies
OpenVINO

Links [1]

Overview / Usage

We will be using intel NLP architect for our work.We are exploring the natural language conversion process.
NLP Architect is an Open Source Library and it is very useful for research
NLP Architect has
NLP core models that allow robust extraction of linguistic features for NLP workflow: for example, dependency parser (BIST) and NP chunker
NLU modules that provide best in class performance: for example, intent extraction (IE), name entity recognition (NER)
Modules that address semantic understanding: for example, colocations, most common word sense, NP embedding representation (e.g. NP2V)
Components instrumental for conversational AI: for example, ChatBot applications, including dialog system, sequence chunking, and IE
End-to-end DL applications using new topologies: for example, Q&A, machine reading comprehension

Methodology / Approach

NLP Architect is an Open Source Library and it is very useful for research
NLP Architect has
NLP core models that allow robust extraction of linguistic features for NLP workflow: for example, dependency parser (BIST) and NP chunker
NLU modules that provide best in class performance: for example, intent extraction (IE), name entity recognition (NER)
Modules that address semantic understanding: for example, colocations, most common word sense, NP embedding representation (e.g. NP2V)
Components instrumental for conversational AI: for example, ChatBot applications, including dialog system, sequence chunking, and IE
End-to-end DL applications using new topologies: for example, Q&A, machine reading comprehension

REST API Usage is allowed in some models.
The Stack of NLP Architect

Open Vino toolkit will come in handy in End to end application part as well integration with different frameworks part.
We have NLP Architect Visualizer also for our work.

We can use NLP architect with Open Vino to form an optimizer and an inference option.

Technologies Used

Intel open vino toolkit
nlp architect

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