Sarcasm Detection for Sentiment Analysis

URL: https://github.com/Nealcly/sarcasm-detection-for-sentiment-analysis

Description

A sarcasm detection approach designed for sentiment analysis using deep learning models.

Methods and Models

• Word Embeddings: Pre-trained Word2Vec and GloVe vectors.
  • GloVe embeddings
  • Word2Vec embeddings
• Deep Learning Models:
  1. Highway Encoding CNN
  2. Gated CNN
  3. Attention BiLSTM
  4. Self-Attention BiLSTM

Results

No explicit results or performance metrics are provided in the repository. The repository mentions that it is still being modified, implying that results may be forthcoming.