Search Results for author: Gondy Leroy

Found 3 papers, 3 papers with code

APPLS: Evaluating Evaluation Metrics for Plain Language Summarization

1 code implementation23 May 2023 Yue Guo, Tal August, Gondy Leroy, Trevor Cohen, Lucy Lu Wang

In response, we introduce POMME, a new metric designed to assess text simplification in PLS; the metric is calculated as the normalized perplexity difference between an in-domain and out-of-domain language model.

Informativeness Language Modelling +2

Retrieval augmentation of large language models for lay language generation

1 code implementation7 Nov 2022 Yue Guo, Wei Qiu, Gondy Leroy, Sheng Wang, Trevor Cohen

Recent lay language generation systems have used Transformer models trained on a parallel corpus to increase health information accessibility.

Explanation Generation Retrieval +1

AutoMeTS: The Autocomplete for Medical Text Simplification

1 code implementation COLING 2020 Hoang Van, David Kauchak, Gondy Leroy

In this paper, we examine the application of autocomplete to text simplification in the medical domain.

Sentence Text Simplification

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