Emoji Prediction Generation NLP Tools

Tools for predicting, generating, or translating text to emojis using NLP and deep learning. Does NOT include general emoji APIs, image-to-emoji conversion, or emoji datasets without prediction/generation capability.

There are 14 emoji prediction generation tools tracked. The highest-rated is winkjs/wink-sentiment at 44/100 with 62 stars.

Get all 14 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=emoji-prediction-generation&limit=20"

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# Tool Score Tier
1 winkjs/wink-sentiment

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :)...
44
Emerging
2 kobkrit/thai-emojification

Emojification of Thai Text, Using Deep Learning (LSTM)
26
Experimental
3 andylolu2/Text2Emoji

Text to emoji translation via DeepDreaming
15
Experimental
4 hakancangunerli/image-to-emoji

image to emoji interface
14
Experimental
5 praveen2593/Sentiment_analysis_twitter

Analyzed effect of Emoji's in improving Sentiment Analysis results....
14
Experimental
6 gghati/Emojifier

This is a NLP project to Predict the Emojis for the Given Text, Using LSTM Structure.
14
Experimental
7 zhiming-xu/weibo-emoji-predict

NJU data mining course final contest in spring 2019
13
Experimental
8 JatinDholakia/SentEmojiBot

Empathetic Conversations using Emojis
12
Experimental
9 Karanjot-singh/Making-Emojis-More-Predictable

In this project, we aim to achieve the task of predicting emojis from...
12
Experimental
10 danielgolden/retext-no-emojis

A retext plugin to discourage the usage of emoji(s)
12
Experimental
11 marcelo-earth/emojex

🐍🤩 Python package that turns popular culture text into emojis powered with...
12
Experimental
12 KomeijiForce/EmojiLM

Official Implementation for "EmojiLM: Modeling the New Emoji Language"
12
Experimental
13 mrzjy/kaomoji_captions

A collection of kaomojis captions. 收集颜文字与对应释义
10
Experimental
14 guo-yong-zhi/query_emoji

Query emoji with nature language, Chinese or English.
10
Experimental