Question
What is 'Natural Language Processing'
(NLP)?Solution
NLP techniques include Tokenization, POS tagging, Named Entity Recognition (NER), Sentiment Analysis, Text Classification, Machine Translation, Summarization, Question Answering. Key models: BERT, GPT, RoBERTa, T5. In Banking applications, NLP is used in Customer Service Chatbots (SBI's SIA, HDFC's Eva handle millions of queries), Loan Application Processing (extracting information from income documents, bank statements), Regulatory Document Analysis (parsing RBI circulars, classifying compliance requirements), Fraud Detection (analysing transaction descriptions, merchant names) and Complaint Analysis (categorizing customer grievances from RBI Ombudsman portal).
In the following questions below are given some statements followed by some conclusions based on those statements. Taking the given statements to be tr...
In the question below there are three statements followed by two conclusions I and II. You have to take the three given statements to be true even if ...
In the question below some statements are given followed by three conclusions I, II and III. You have to take the given statements to be true even if ...
Statements:
All Tool are Application.
No Application is Word.
Some Word are Menu.
Conclusions:
I. No Tool is Menu.
In the following question below are given some statements followed by some conclusions based on those statements. Taking the given statements to be tru...
In the question below there are four statements followed by four conclusions I, II, III and IV. You have to take the four given statements to be true e...
In the following question below are given some statements followed by some conclusions based on those statements. Taking the given statements to be tru...
Statements:
Some Flowers are Plants.
Only a Few Plants are Roses.
No Rose is Shrub.
Conclusions:
I. 100% P...
Statements:
All Curtain are Wall
Only a few Rod are Curtain
No Sticker is Rod
Conclusions:
I. No Sticker is Wall
II. All Sticker are Wall is a possibility
In the questions given below, there are three statements followed by three conclusions I, II and III. You have to take the three given statements to be...
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