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Predicts an emoji based on a given tweet using various NLP models.

License: MIT License

Python 100.00%
emoji python machine-learning nlp lstm naivebayes decision-tree-classifier bilstm semeval-2018 tweets

emoji-prediction's People

Contributors

shubham617 avatar vedantpuri avatar

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Watchers

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Forkers

pantanurag555 wxlsummer kiransadananda cascadenite winderek

emoji-prediction's Issues

Driver for easy usability

Create a single driver to easily understand the experiments and corresponding results for each model respectively

Refinement

  • Change file names so that all are in camel case
  • Refine models and make proper functions
  • Make README and UNDERSTANDING.md clear
  • Document all code using proper python documentation standard and conventions

Convert to app

Make UI so that can predict an emoji for a sentence.
Involve other emojis as well for training

Collect corpus

Scrape Twitter to collect more data for training
Do so for as many emojis as possible (Find an encoding to map the labels to)

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