It’s also crucial to note that advancements in deep learning and neural network architectures occur regularly. Newer models or model architectures may have been introduced since my last update. To determine the most suitable model for your specific task, you may want to experiment with multiple architectures, possibly including ResNet, and evaluate their performance on your dataset. Additionally, consulting recent literature or benchmarks in the field may provide insights into the state-of-the-art models for sentiment analysis and aspect-oriented extraction.1
References
1Kotagiri S, Sowjanya AM, Anilkumar B, Devi NL. Aspect-oriented extraction and sentiment analysis using optimized hybrid deep learning approaches. Multimed Tools Appl. Published online March 25, 2024. doi:10.1007/s11042-024-18964-9