Multi-task Emoji Learning
Emojis are very common in social media and understanding their underlying semantics is of great interest from a Natural Language…
Research Paper
I Stand With You: Using Emojis to Study Solidarity in Crisis Events
We study how emojis are used to express solidarity in social media in the context of two major crisis events…
Multimodal Emoji Prediction
Emojis are small images that are commonly included in social media text messages. The combination of visual and textual content…
SemEval 2018 Task 2: Multilingual Emoji Prediction
This paper describes the results of the first Shared Task on Multilingual Emoji Prediction, organized as part of SemEval 2018….
Emojis and the Law
Emojis are an increasingly important way we express ourselves. Though emojis may be cute and fun, their usage can lead…
Representing Emoji Usage Using Directed Networks: A Twitter Case Study
In online social media, people use emojis to reduce the ambiguity of short texts and to express their feelings in…
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes
Videogame streaming platforms have become a paramount example of noisy user-generated text. These are websites where gaming is broadcasted, and…
Investigating Redundancy in Emoji Use: Study on a Twitter Based Corpus
In this paper we present an annotated corpus created with the aim of analyzing the informative behaviour of emoji –…
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm
NLP tasks are often limited by scarcity of manually annotated data. In social media sentiment analysis and related tasks, researchers…
Automatic Construction of an Emoji Sentiment Lexicon
Emojis have been frequently used to express users’ sentiments, emotions, and feelings in text-based communication. To facilitate sentiment analysis of…