Emotion Classification

21 papers with code · Natural Language Processing
Subtask of Text Classification

Given a tweet, classify it as 'neutral or no emotion' or as one, or more, of eleven given emotions that best represent the mental state of the tweeter.

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Greatest papers with code

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

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 OPINION MINING

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

NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification

WS 2018 alexandra-chron/wassa-2018

In this paper we present our approach to tackle the Implicit Emotion Shared Task (IEST) organized as part of WASSA 2018 at EMNLP 2018.

EMOTION CLASSIFICATION SENTIMENT ANALYSIS TRANSFER LEARNING WORD EMBEDDINGS

Classifying and Visualizing Emotions with Emotional DAN

23 Oct 2018IvonaTau/emotionaldan

Classification of human emotions remains an important and challenging task for many computer vision algorithms, especially in the era of humanoid robots which coexist with humans in their everyday life.

EMOTION CLASSIFICATION EMOTION RECOGNITION