Skip to main content
arXiv q-fin· Alireza Kargarzadeh, Nariman Khaledian, Navid Parvini, Sid Ghatak, Arman Khaledian·· 13 hr agoAI Score58

Buy the Rumor, Sell the News: When News Gets Priced In

Buy the Rumor, Sell the News: When Is News Priced In?

AI summary

Based on 4.57 million news articles covering approximately 3,000 US stocks from 2023 to 2026, the paper uses a compact classifier distilled from a large model teacher to label news with 17 event categories and 5 attributes, clustering them into 1.68 million stock-day events, of which 364,405 are neutral sentiment events serving as a placebo.

Source:arXiv q-fin · arxiv.org

Next steps

Research Column: Backtesting and ValidationWhy backtests look good but fail in live trading, and how to conduct out-of-sample testing.WeChat Community and Contact InformationView official contact details; QR codes will be displayed on the About page once available.Prefer English? Get the research briefing by emailRegister your interest in English research updates on our website.