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Coursework project in NLP. Extraction of Irony from Twitter based sentiment analysis.

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AnweshCR7/automated_irony_extraction

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Automatic Irony Detection in English Tweets Dataset, Group 3

IN4325: Information Retreival - Natural Language Processing module

Multiple models developed using differenct feature-groups in order to study the task of modelling irony in tweets. This was the problem statement for the SemEval 2018 Challenge, Task 3:

  • Bag of Words (BoW) Model
  • Lexical Model
  • Syntactic Model
  • Semantic Model
  • Sentiment Model
  • Combination Model using different feature-groups