Question

1-what is natural langage processing NLP and natural language generation NLG

2-name five use of each one on tax return auditing

Answer 1

i) Natural Language Processing (NLP) is what happens when computers read language. NLP processes turn text into structured data.NLP covers a huge area starting from a machine’s ability to ingest data to its ability to respond back in a language legible by humans. The technology helps machines to read and process a language by transforming a text into structured data. NLP was the main focus of research until recent past, when getting data and teaching computers how to read the data was more of a concern

• Natural Language Generation (NLG) is what happens when computers write language. NLG processes turn structured data into text.NLG, computers turn structured data into readable format understood by humans and thus help machines to write languages. NLG produces a text from structured data after interpretation and analysis. So, NLG system essentially acts like a translator. The concept of NLG has circulated in the industry for a long time, however, the commercial applications of NLG became frequent until recently.
• ii) Uses of NLP
• for computers to read text
• hear speech
• interpret
• measure sentiment
• determine which parts are important. Uses of NLG
• automatedjournalism
• chatbots
• generating product descriptions for e-commerce sites
• summarising medical records
• and enhancing accessibility