# 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
- Website deploys to HuggingFace Spaces
- Paper available as PDF at FLaME/FLaME.pdf
- GitHub: https://github.com/flame-benchmark/flame
- HuggingFace: https://huggingface.co/spaces/flame-benchmark/flame