Financial news feed covering 8 equity markets: US, CN, JP, HK, TW, KR, UK and IN. Disclosure feeds across all 8 markets; media coverage and sentiment depth vary by market. Provider-aware article cards with sentiment analysis where scored (Loughran-McDonald lexicon + FinBERT) and policy-context labeling on CN articles. Daily-refreshed feed with full source attribution.
US news sentiment uses both Loughran-McDonald (financial-domain lexicon) and FinBERT (ProsusAI transformer model fine-tuned on Financial PhraseBank). The two-model approach surfaces semantic vs lexical disagreements — e.g., when formal language is positive but context is cautionary.
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