NLP Architect with Open Vino
Abhishek Nandy
Kolkata, WB
- 0 Collaborators
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
Intel Technologies
OpenVINO
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