Franck Dernoncourt
Adobe Systems (United States)(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Text Analysis Techniques, Multimodal Machine Learning Applications, Biomedical Text Mining and Ontologies
Most-Cited Works
- → Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review(2022)426 cited
- → Bias and Fairness in Large Language Models: A Survey(2024)403 cited
- → Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives(2018)217 cited
- → ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning(2023)165 cited
- → Scoring Sentence Singletons and Pairs for Abstractive Summarization(2019)110 cited
- → Transfer Learning for Named-Entity Recognition with Neural Networks(2017)83 cited
- → PubMed 200k RCT: a Dataset for Sequential Sentence Classification in\n Medical Abstracts(2017)73 cited
- Introduction to fuzzy logic(2013)
- → Neural Networks for Joint Sentence Classification in Medical Paper Abstracts(2017)69 cited
- → A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents(2018)68 cited