Financial NLP – TildAlice

Part 5: Automating Earnings Call Summarization with LLMs

2026년 01월 23일

Build an SEC filing summarizer with LLMs: EDGAR API, anti-hallucination guards, and structured extraction. Full pipeline with code.

2026년 01월 23일

Mine Bitcoin trading signals from 100K tweets using VADER and transformers. Backtest sentiment momentum strategies with real Kaggle data.

2026년 01월 23일

Build a Fed Sentiment Index from FOMC speeches using NLP. Predict rate hikes with topic models and sentiment classifiers—correlation proven.

2026년 01월 22일

Correlate FinBERT sentiment with VIX spikes using Granger causality tests. Event study code on 6000+ stocks reveals predictive signals.

2026년 01월 22일

Transform financial news into trading signals with FinBERT. Build a sentiment classifier pipeline with 0.89 F1—dataset analysis included.