Ahren09/AgentReview
Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."
AgentReview helps academic program chairs and researchers understand the peer review process better. It simulates how research papers are reviewed, including reviewer assessments, author rebuttals, and discussions, using AI models. By inputting research papers and reviewer settings, it outputs simulated review outcomes, offering insights into factors like reviewer bias and their impact on paper decisions. This is ideal for conference organizers, journal editors, or academic researchers studying publication dynamics.
108 stars. No commits in the last 6 months.
Use this if you want to analyze the complex factors influencing academic peer review outcomes and explore the impact of different biases or review mechanisms without using sensitive real-world data.
Not ideal if you are looking for a tool to manage or automate actual paper submissions and peer review for a live conference or journal.
Stars
108
Forks
10
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Nov 11, 2024
Commits (30d)
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