Adeleye-Emmanuel/Context-Extraction-Modeling-Contextual-Sentiment-Analysis-Over-Time
Built a context-aware sentiment analysis framework by combining Named Entity Recognition, GPT-3.5 summarization, and FinBERT classification. Extracted fine-grained sentiment tied to specific market entities and events across a 53K+ article dataset. Modeled sentiment volatility and topic evolution to surface macroeconomic signals.
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May 26, 2025
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