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(Applications (Text-to-speech, Tokenization, Sumarization, Content…
Applications
Text-to-speech
Tokenization
Sumarization
Content categorization
Topic discovery and modeling
Contextual extraction
sentiment analysis
Speech-to-text
Translation
Feature extraction
Sereach recommendations
Chatbots
personalized text-based marketing
Reputation monitoring
Keyword matching
Article spinning
Ciphers
Encryption
Semantic relation
Industries
Legal
Trade
Healthcare
Education
Financial
Logistics
Consultancy
IT
Small Business
Retail
Fashion
Food
Agraculture
Travel
Manufacturing
Automotiv
Goverment
Customer Service
Known apps
Spam detector
very good
Parts of speech tagging (POS)
very good
Named entity recognition (NER)
Very good
Sentiment analysis
pretty good
Machine translation
pretty good
Information extraction
pretty good
Machine conversations (recognize speech)
needs improvement
Paraphasing and summarization
needs improvement
Semantic relation
https://www.kaggle.com/c/ing-nlp-event-2020
Stemming
Lemmatization
Opportunities
Customer contact
Chat Bot
Social Media
WhatsApp
Facebook
Instagram
Email
Analyse
customer happiness quotient
prevalent problem topics
Sentiment analysis
Customer service agents
Listen to the phone call and provide a readily available script
Self-service customer care
NLP-based virtual agents
Customer experience
Routing tickets or support communication
understanding customer feedback
https://www.kaggle.com/c/nlp-user-complains
Q&A
https://www.kaggle.com/c/google-quest-challenge
Improve Text
https://www.kaggle.com/c/data-science-for-good-city-of-los-angeles
Extract insights
https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge/discussion/137854#latest-782895
Information retrieval from unstructured data
text
video
audio
tone
voice
choice of words
transcript
business reports
legal documents
medical reports
Personal Virtual Assitance
Take notes
Analyze complex requests
Execute tasks
Suggest important improvements to business documents
Market Research
Periode Report
Search for information
Legal
Analyze documents
Create Documents
Post Room
Categorise Documents
smart search
voice commands
Voice
Data
Emails
Phone calls
Documents
Chat
Internal reports
Twitter tweets
Facebook posts
Instagram posts
WhatsApp messages
Market research
Reputation monitoring
Market intelligence
Event extraction
Sentence classification
Data Science: NLP
Models
Bag of words
Markov models
RNN
Consultancy
Clear NLP strategy
Persons
Narjes Boufaden
Libraries
Python
NLTK
TextBlob
CoreNLP
SpaCy
Gensim
Pattern
Polyglot
Vocabulary
PyNLPI
MontyLingua
word2vec
Glove
seq2seq
NLU