About

Given text, classify it as 'neutral or no emotion' or as one, or more, of several given emotions that best represent the mental state of the writer.

Benchmarks

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Datasets

Greatest papers with code

GoEmotions: A Dataset of Fine-Grained Emotions

ACL 2020 google-research/google-research

Understanding emotion expressed in language has a wide range of applications, from building empathetic chatbots to detecting harmful online behavior.

EMOTION CLASSIFICATION TRANSFER LEARNING

Real-time Convolutional Neural Networks for Emotion and Gender Classification

20 Oct 2017oarriaga/face_classification

In this paper we propose an implement a general convolutional neural network (CNN) building framework for designing real-time CNNs.

EMOTION CLASSIFICATION FACE DETECTION GENDER PREDICTION

Practical Text Classification With Large Pre-Trained Language Models

4 Dec 2018NVIDIA/sentiment-discovery

Multi-emotion sentiment classification is a natural language processing (NLP) problem with valuable use cases on real-world data.

EMOTION CLASSIFICATION LANGUAGE MODELLING SENTIMENT ANALYSIS

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation

IJCNLP 2019 SenticNet/conv-emotion

Emotion recognition in conversation (ERC) has received much attention, lately, from researchers due to its potential widespread applications in diverse areas, such as health-care, education, and human resources.

EMOTION CLASSIFICATION EMOTION RECOGNITION IN CONVERSATION

DialogueRNN: An Attentive RNN for Emotion Detection in Conversations

1 Nov 2018SenticNet/conv-emotion

Emotion detection in conversations is a necessary step for a number of applications, including opinion mining over chat history, social media threads, debates, argumentation mining, understanding consumer feedback in live conversations, etc.

EMOTION CLASSIFICATION EMOTION RECOGNITION IN CONVERSATION MULTIMODAL EMOTION RECOGNITION

Multimodal Speech Emotion Recognition Using Audio and Text

10 Oct 2018david-yoon/multimodal-speech-emotion

Speech emotion recognition is a challenging task, and extensive reliance has been placed on models that use audio features in building well-performing classifiers.

EMOTION CLASSIFICATION MULTIMODAL EMOTION RECOGNITION MULTIMODAL SENTIMENT ANALYSIS SPEECH EMOTION RECOGNITION

Pop Music Highlighter: Marking the Emotion Keypoints

28 Feb 2018remyhuang/pop-music-highlighter

In a previous work, we introduced an attention-based convolutional recurrent neural network that uses music emotion classification as a surrogate task for music highlight extraction, for Pop songs.

EMOTION CLASSIFICATION