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How many emotions do humans have?

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Showing posts with label long-short-term-memory. Show all posts
Showing posts with label long-short-term-memory. Show all posts

A Novel Approach for Emotion Detection and Sentiment Analysis for Low Resource Urdu Language Based on CNN-LSTM

*** Abstract: Emotion detection (ED) and sentiment analysis (SA) play a vital role in identifying an individual’s level of interest in any g...

A survey on deep learning for textual emotion analysis in social networks

 *** Abstract Textual Emotion Analysis (TEA) aims to extract and analyze user emotional states in texts.  Various Deep Learning (DL) methods...

Deep Learning-Based Text Emotion Analysis for Legal Anomie

*** Abstract: Text emotion analysis is an effective way for analyzing the emotion of the subjects’ anomie behaviors.  This paper proposes a ...

Two-Level LSTM for Sentiment Analysis With Lexicon Embedding and Polar Flipping

*** Abstract: Sentiment analysis is a key component in various text mining applications.  Numerous sentiment classification techniques, incl...

Knowledge Guided Capsule Attention Network for Aspect-Based Sentiment Analysis

*** Abstract: Aspect-based (aspect-level) sentiment analysis is an important task in fine-grained sentiment analysis, which aims to automati...

Deep Learning approach for sentiment analysis of short texts

*** Abstract: Unstructured text data produced on the internet grows rapidly, and sentiment analysis for short texts becomes a challenge beca...