An in-depth exploration of techniques for aspect term extraction and sentiment classification. This project leverages transformer-based architectures (BERT) with custom pooling and attention mechanisms to achieve state-of-the-art results on SemEval 2014 Task 4.
For a detailed explanation of the methods and results, please refer to my blog post:https://www.gautamnaik.com/blog/aspect-based-sentiment-analyisis