This is workshop presentation for usages for NLP in Artificial Intelligence. This is prepared by Artivatic Data Labs. For more info for the detailed product, visit at www.artivatic.com

1. Natural Language Processing in AI
By Artivatic Data Labs Pvt. Ltd.
This confidential document is legal property of Artivatic Data Labs Private Limited.

2. Today's agenda

Introduction

Framework

Applications

Challenges
This confidential document is legal property of Artivatic Data Labs Private Limited.

3. ●
Artivatic is a genomic science based
– B2B technology platform
– That helps enterprises and developers to enable
●
Automated personalized prediction
●
Recommendation
●
Pro-active decision making in real time.
●
We focus on advanced
– Deep Learning
– Inbuilt data intuitive Cognitive Science
– Cross Industry connected Data Genome technologies
●
We use NLP to analyse the behaviour of the user from social media
information like facebook posts, tweets etc.
What Does Artivatic Do?
This confidential document is legal property of Artivatic Data Labs Private Limited.

4. Intoduction To NLP

Natural Language Processing (NLP) refers to AI method of
communicating with an intelligent system using a natural
language such as English, Spanish, Hindi etc.

The goal of natural language processing is to allow non-
programmers to obtain useful information from computing
systems or give commands to the computing system using
natural languages which they may speak or write.

There is a vast store of information recorded in the Natural
Language that could be accessible via computer system.
This confidential document is legal property of Artivatic Data Labs Private Limited.

5. Components of NLP

Natural Language Understanding
 Mapping the given input in natural language into useful
representations.

Natural Language Generation
 Producing meaningful phrases and sentences in the form of natural
language from some internal representation
This confidential document is legal property of Artivatic Data Labs Private Limited.

6. A Real World Problem faced by
Artivatic
● Understand a Job Resume
● Match it with a Job Description
● Rank the resumes based on relevance
● Rank the resumes based on capability
This confidential document is legal property of Artivatic Data Labs Private Limited.

7. NLP Frameworks
Lexical Analysis
Syntactic Analysis
Semantic Analysis
Discourse Integration
Pragmatic Analysis
This confidential document is legal property of Artivatic Data Labs Private Limited.
I am interested in Java and
have 5 year experience in it.

8. Importance of NLP

NLP helps to make communication and handling
easy between the user and computer system.

Help to understand large social data available on the
internet.

Improve the efficiency and accuracy of
documentation, and identify the most pertinent
information from large databases.
This confidential document is legal property of Artivatic Data Labs Private Limited.

9. Application

Machine Translation Industry

Financial markets

Summarization

B.P.O. and Support Industry

News and Article generation Sector
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10. Challenges
● Ambiguity
– Lexical ambiguity
● Treating the word “board” as noun or verb?
– Syntactical ambiguity
● “He lifted the beetle with red cap”
● Did he use cap to lift the beetle or he lifted a beetle that had red
cap?
– Referential ambiguity
● Rima went to Gauri. She said, “I am tired.”
● Exactly who is tired?
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11. ●
Phrases / Idioms
– “A perfect storm”
●
The worst possible situation
●
Connecting language and machine perception
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Sentence generation
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Text summarization
●
Keyword extraction
Challenges
This confidential document is legal property of Artivatic Data Labs Private Limited.

12. Thank You.
Write to us: contact@Artivatic.com
Visit Us:
Artivatic Data Labs Private Limited
25 & 26, 2nd
Floor, AVS Compound, 80 Feet Road, Koramangala 4th
Block, Bangalore -34
Website: www.Artivatic.com
This confidential document is legal property of Artivatic Data Labs Private Limited.