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Paper Agents Usage

Before Usage

Ensure that the OPENAI_API_KEY environment variable is set before using the tool.

Configuration

Refer to the config.json file for configuration details.

Commands

Apply Changes

python -m paper_agent --role ROLE --apply --output_dir tmp/ --config config.json

This command performs actions on the LaTeX code, generating modified .tex files in the specified output_dir. It also creates patch files in the current directory, which can be applied later using patch ***.tex < ***.text.patch. When the --apply flag is specified, these patches are applied directly to the source .tex file.

Undo Changes

python -m paper_agent --undo

This command reverts the changes made to the source .tex file.

Polish Paper Writing

python -m paper_agent --role polish --apply

Use this command to polish the paper writing.

Generate Pseudo Reviews

python -m paper_agent --role review

This command generates pseudo reviews for the paper.

Revise Paper According to Reviews

python -m paper_agent --role revise

Use this command to revise the paper based on the reviews.

Sanity Check (Format and References)

python -m paper_agent --role sanitizer

This command performs a sanity check for format and references.