6. Stanford NLP GROUP :
• A group from Stanford university developed some software.
• One of them is Core Stanford NLP .written in Java.
• Packages are widely used in industry, academia, and government.
7. Well known now-a-days :
• Voice search
• Translator
• Information retrieval
• Captcha Challenge
• Different types of App.
• IOT Internet Of Things
11. Retrieve Information:
My friend: When you will meet with me?
Me: I have decided to meet tomorrow at 10:00 AM in Library
Date : 31-03-17 (Tomorrow)
Time: 10:00 AM
Place: Library
14. আমি ত োিোকে ভোলবোমি | => I love you.
Grass is greener on the other of the side. => নদীর ওপোকের ঘোিগুচ্ছ তবশী িবুজ।
Google’s Translation : ঘাস নদী ওপারে সবুজ |
MachineTranslation:
15. Language Processing:
Generate SQL from natural language.
Natural Language: Publish department
SQL Query: Select * from department
Natural Language: Show all student information of Section E, 40 batch,
CSE
SQL Query: Select * from CSE_students where batch = `40` AND section
= `E`
16. NLPTechnique:
1. One of the Machine Learning application is NLP
2. Two approach:
I. Supervised.
* Tag key-word work as training set
* YouTube Suggestion, Favorite list in messenger.
II. Unsupervised.
* No pre-training set.
* Clustering, Data analyzation, Google Search
17. “First we thought the PC was a calculator.
Then we foundout how to turn numbers into letters withASCII — and
we thought it was a typewriter. Then we discoveredgraphics, andwe
thought it was a television. Withthe WorldWide Web, we've realized
it's a brochure.”
― Douglas Adams
18. • Add your results here
Results
• Add your objective here
Objective
Project Description
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31. Aspects of NLP
• Tokenization / Segmentation
• Disambiguation
• Stemming
• Part of Speech (POS) tagging
• Contextual Analysis
• Sentiment Analysis
32. Tokenization & Segmentation
• Segmenting text into words
“The meeting has been scheduled for this Saturday.”
“He has agreed to co-operate with me.”
“Indian Airlines introduces another flight on the New Delhi–
Mumbai route.”
“We are leaving for the U.S.A. on 26th May.”
“Fahad is playing the role of Duke of Athens in A Midsummer
Night’s Dream in a theatre in New York City!”
• Named Entity Recognition
33. POS tagging
• Part of speech (POS) recognition
“ Today is a beautiful day. “
Today is a beautiful day
Noun Verb Article Adjective Noun