Backtesting
Commodity Price
- Predicting Commodity Prices with LDA (by Group "Market Decoders")
- Predicting Commodity Prices with oLDA (by Group "Market Decoders")
data cleaning
Data Collection
Distilbert Model
Financial Engineering
Financial Reports
GenAI
Group AstroNLP
- Blog Post 3 (by Group "AstroNLP")
- Blog Post 2 (by Group "AstroNLP")
- AstroNLP 01: Web Scraping Financial News Sites with Python: Challenges and Solutions
Group DataPulse
- Federal Reserve prediction - Feature processing and Model Architecture (by Group "DataPulse")
- Federal Reserve prediction - Web Scraping and Data Processing (by Group "DataPulse")
Group Deepsick
- redicting Federal Funds Rate Movements from FOMC Statement(by Group "Deepsick"
- Predicting Federal Funds Rate Movements from FOMC Statement(by Group "Deepsick")
Group Dice8
- End-to-End Financial Data Pipeline & RL Portfolio Optimization (by Group "Dice8"）
- Asset Specific News and Social Media Textual Data Acquisition: Challenges, Diagnosis, and Solutions (by Group "Dice8"）
Group Fintech Disruption
- The Architect’s Blueprint — Redefining Macro Trading with Generative AI (by Group "Engravers")
- Demo Blog Post (by Group "Fintech Disruption")
Group GPT Chatters
- The Impact of Market Sentiment on Bitcoin Price Volatility and Sentiment-Based Trading Strategies (by Group "GPT Chatters")
- A Research Plan on the Impact of Market Sentiment on Bitcoin Price Volatility (By Group "GPT Chatters")
Group LexiCore
- Capture Co-occurrence Frequency: A Way To Read Market Sentiment (by Group "LexiCore")
- Collecting Data: Social Media and Media Attention (by Group "LexiCore")
Group Lighthouse Securities
- FOMC vs. ECB - How Minutes Influence Market Volatility (by Group "Lighthouse Securities")
- FOMC Impact on Market Volatility (by Group "Lighthouse Securities")
Group NLPlus+++
- Laying the Foundations for Analyzing SEC Filings Data
- A Deep Dive Into Earnings Call Transcript Preprocessing Choices
Group PolicyPulse
Group Semantic Fragments Synthesizer
- Regression Analysis of Sentiment and Stock Prices (by Group "Semantic Fragments Synthesizer")
- Analyzing Sentiment Signals in Car Companies' Financial Earnings Calls (by Group “Semantic Fragments Synthesizer”)
Group Text Trader
Group TextWizards
- Do Sentiment Shifts Matter for Treasury Yields? A Text Analytics Approach on FOMC Minutes_V2 (by Group "TextWizards")
- Do Sentiment Shifts Matter for Treasury Yields? A Text Analytics Approach on FOMC Minutes (by Group "TextWizards")
LDA
Literature Review
Llama-3
Macro Trading
NLP
- Predicting Commodity Prices with LDA (by Group "Market Decoders")
- Predicting Commodity Prices with oLDA (by Group "Market Decoders")
- Breaking through data walls：from raw reports to analytical content (by Group "Text Trader")
OCR
oLDA
- Predicting Commodity Prices with LDA (by Group "Market Decoders")
- Predicting Commodity Prices with oLDA (by Group "Market Decoders")
Sarcastic Arbitrage
- Silver Price Prediction: NLP Tool Comparison and Preliminary Sentiment Analysis
- Silver Price Prediction Based on Reddit Sentiment Analysis: A Data-Driven Approach
sentence embedding
sentiment
- When Market is Swayed by Trump Sentiment, Arbitrage Opportunities Emerged (by Group "PoliVoli")
- When Trump Tweets, Markets Listen? (by Group "PoliVoli")
Sentiment Analysis
Topic Model
Translation
volatility
- When Market is Swayed by Trump Sentiment, Arbitrage Opportunities Emerged (by Group "PoliVoli")
- When Trump Tweets, Markets Listen? (by Group "PoliVoli")