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Nicolas Hernandez

3 accepted papers

2025

Identifying Reliable Evaluation Metrics for Scientific Text Revision

ACL 2025long

Evaluating text revision in scientific writing remains a challenge, as traditional metrics such as ROUGE and BERTScore primarily focus on similarity rather than capturing meaningful improvements. In this work, we analyse and identify the limitations of these metrics and explore alternative evaluatio…

2025

Improving Accessibility of SCOTUS Opinions: A Benchmark Study and a New Dataset for Generic Heading Prediction and Specific Heading Generation

COLING 2025main

The opinions of the U.S. Supreme Court (SCOTUS) are known for their extensive length, complex legal language, and lack of titled sections, which pose significant challenges for accessibility and comprehension. This paper defines the task of automatic section titling by proposing both generic and spe…

Cited by 0SourcePDFScholar
2024

CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions

COLING 2024main

Writing a scientific article is a challenging task as it is a highly codified and specific genre, consequently proficiency in written communication is essential for effectively conveying research findings and ideas. In this article, we propose an original textual resource on the revision step of the…

Cited by 5SourcePDFScholar