Papers by Abhijit A Nargund
CourtEval: A Courtroom-Based Multi-Agent Evaluation Framework (2025.findings-acl)
Copied to clipboard
| Challenge: | Existing automated evaluation metrics like ROUGE and BLEU show low correlation with human judgments. |
| Approach: | They propose a multi-agent evaluation framework that integrates multiple agents . they use ROUGE and BLEU to evaluate natural language models . |
| Outcome: | The proposed evaluation framework outperforms the current state-of-the-art methods in two meta-evaluation benchmarks. |