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CLAUDE.md - Project Information and Guidelines

Project Overview

  • FLaME: Holistic Financial Language Model Evaluation
  • LaTeX paper with static website built using Bulma CSS
  • Research project for ACL Annual Advances in Research (Feb 2025)
  • Hosted on HuggingFace Spaces

Commands

  • Build LaTeX paper: pdflatex FLaME.tex && bibtex FLaME && pdflatex FLaME.tex && pdflatex FLaME.tex
  • Local website testing: python -m http.server 8000
  • Fix tooltips: ./fix_tooltips.sh

Code Style Guidelines

  • HTML: Semantic HTML5, Bulma framework conventions
  • CSS: Follow Bulma conventions, keep in static/css/
  • JavaScript:
    • Use camelCase for variables/functions
    • 2-space indentation
    • Include semicolons
    • Prefer vanilla JS
    • Store in static/js/
  • LaTeX: Follow ACL style guidelines in acl_formatting.md

Paper Structure

  • Main source in FLaME.tex
  • Content modularized in FLaME/content/ directory
  • Six core task areas: text classification, sentiment analysis, info retrieval, causal analysis, summarization, QA
  • Datasets in FLaME/content/datasets/
  • Results in FLaME/content/tables/

Website Design

  • Color scheme: Deep blue (#004d99), Orange (#ff6b00), Light bg (#f8f9fa)
  • Card-based responsive layout
  • Interactive elements with tooltips
  • Results displayed in task-specific tables
  • Media files optimized for web delivery
  • Convert PDF figures to JPG/PNG for web display

Deployment