Димитрина

Златкова

(ИИ)

Даниел

Копев

(ИИ)

Атанас

Атанасов

(ИИ)

Георги

Гоцков

(ИИОЗ)

SemEval-2018

Emoji Prediction

red_heart

two_hearts

blue_heart

purple_heart

camera_with_flash

camera

Action Plan

  1. Get Data
  2. Get More Data!
  3. Process Text
  4. Classification
  5. Evaluation
  6. Web App

Text Processing

  • Punctuation
  • Tokenization
  • POS Tagging
  • Lemmatization
  • Spelling Correction
  • Stop Words

Classification

  • kNN
  • Naive Bayes
  • Support Vector Machine
  • Decision Tree/Random Forest
  • DeepLearning
    • CNN
    • RNN
    • LSTM

Tools

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