Sentiment Analysis

12.

Current Research and Future Directions

12.1.

Emerging Trends

12.1.1.

Large Language Models

12.1.2.

Few-Shot Learning

12.1.3.

12.1.4.

Continual Learning

12.2.

Technical Challenges

12.2.1.

12.2.2.

12.2.3.

12.2.4.

Interpretability

12.3.

Application Domains

12.3.1.

Conversational AI

12.3.2.

Recommendation Systems

12.3.3.

Content Moderation

12.3.4.

Mental Health Applications

12.4.

Research Frontiers

12.4.1.

Causal Inference

12.4.2.

Counterfactual Analysis

12.4.3.

Adversarial Robustness

12.4.4.

Federated Learning

12.5.

Interdisciplinary Connections

12.5.1.

12.5.2.

12.5.3.

12.5.4.

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11. Ethical Considerations and Bias

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1. Introduction to Sentiment Analysis