Amrita\_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets

no code implementations • SEMEVAL 2018 • Nidhin A Unnithan, Shalini K., Barathi Ganesh H. B., An Kumar M, , Soman K. P.

We developed a base model for all the subtasks using distributed representation (Doc2Vec) and applied machine learning techniques for classification and regression.

BIG-bench Machine Learning Classification +4

CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation

no code implementations • SEMEVAL 2018 • Naveen J R, Hariharan V, Barathi Ganesh H. B., An Kumar M, , Soman K. P

In the task, a predicted emoji based on a piece of Twitter text are labelled under 20 different classes (most commonly used emojis) where these classes are learnt and further predicted are made for unseen Twitter text.

Cultural Vocal Bursts Intensity Prediction Opinion Mining +2

CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets

no code implementations • SEMEVAL 2018 • Naveen J R, Barathi Ganesh H. B., An Kumar M, , Soman K. P

This paper discusses on task 1, {``}Affect in Tweets{''} sharedtask, conducted in SemEval-2018.

General Classification Sentiment Analysis +2

TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection

no code implementations • SEMEVAL 2018 • Anon George, Barathi Ganesh H. B., An Kumar M, , Soman K. P

Emotions are a way of expressing human sentiments.

Dimensionality Reduction General Classification +2