Computational Linguistics | Machine Learning | Natural Language Processing Computing semantic similarity of texts based on deep graph learning with ability to use semantic role label information. September 3, 2022
Biomedical Informatics | Clinical Informatics | Natural Language Processing Benchmarking Effectiveness and Efficiency of Deep Learning Models for Semantic Textual Similarity in the Clinical Domain: Validation Study. December 30, 2021
Clinical NLP Predicting Semantic Similarity Between Clinical Sentence Pairs Using Transformer Models: Evaluation and Representational Analysis. May 26, 2021
Clinical Informatics | Medical Knowledge Graph | Natural Language Processing Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study. December 29, 2020
Clinical Informatics | Medical Informatics | Natural Language Processing Measurement of Semantic Textual Similarity in Clinical Texts: Comparison of Transformer-Based Models. November 23, 2020
Biomedical Informatics | Clinical Informatics Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records. April 30, 2020