Jun 12, 2024 · We take an initial step towards reliable evaluation guidelines and propose the first human evaluation guideline dataset by collecting annotations of guidelines.

Unreliable evaluation guidelines can yield inaccurate assessment outcomes, potentially impeding the advancement of NLG in the right direction. To address these ...

Jun 12, 2024 · By proposing a taxonomy of guideline vulnerabilities, we constructed the first annotated human evaluation guideline dataset. We then explored ...

Jun 12, 2024 · The researchers conducted a preliminary study to identify areas where these guidelines may be prone to biases or inconsistencies, with the goal ...

Aug 26, 2024 · The study identifies eight common vulnerabilities in human annotation guidelines and proposes a principled approach using LLMs to create more reliable ...

Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation. 2024, arXiv. Multilinguality in ...

Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation. Jie Ruan | Wenqing Wang | Xiaojun ...

Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation · EnablerRx/GuidelineVulnDetect • 12 ...

Sep 9, 2024 · Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation. Proc of NAACL-2024

Unreliable evaluation guidelines can yield inaccurate assessment outcomes, potentially impeding the advancement of NLG in the right direction. To address these ...