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Jogakhichuri

Anik
10/23/2020

Katz Back-off Algorithm

  • Katz back-off is a generative n-gram language model that estimates the conditional probability of a word given its history in the n-gram.
  • It accomplishes this estimation by backing off through progressively shorter history models under certain conditions.
  • By doing so, the model with the most reliable information about a given history is used to provide the better results.
  • I at first made the n-grams and took most relevant words for prediction based on unigram,bigrams,trigrams and fourgrams.

App Instructions

  • This app is based on simple functions that can predict next word and phrase

  • After giving any word/phrase press submit button.

  • If you are a laptop/desktop user,look at the right side of your screen to see the predicted next word & phrase.

  • If you are a mobile user,scroll down to see the predicted words & phrases.

  • Phrase is shown after 2/4/7/9 words

  • This app can work upto 15 words;after 15 words word prediction remains constant.

App Link

Experience

  • At present I am studying economics at University of Dhaka.My RPubs link is given below which shows my recent works on several projects on economics: https://rpubs.com/Anik34

  • If you have any queries,mail me at: rajinanik454@gmail.com