Gondy Leroy — accepted AI-conference papers

2024

APPLS: Evaluating Evaluation Metrics for Plain Language Summarization

Yue Guo, Tal August, Gondy Leroy, Trevor Cohen, Lucy Lu Wang

EMNLP 2024main

While there has been significant development of models for Plain Language Summarization (PLS), evaluation remains a challenge. PLS lacks a dedicated assessment metric, and the suitability of text generation evaluation metrics is unclear due to the unique transformations involved (e.g., adding backgr…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗

2020

AutoMeTS: The Autocomplete for Medical Text Simplification

Hoang Van, David Kauchak, Gondy Leroy

COLING 2020main

The goal of text simplification (TS) is to transform difficult text into a version that is easier to understand and more broadly accessible to a wide variety of readers. In some domains, such as healthcare, fully automated approaches cannot be used since information must be accurately preserved. Ins…

Cited by 48 Source ↗PDF ↗code ↗Scholar ↗