Joel Pinto

3 papers · 2018–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

ACL (2) NAACL (1)

Top co-authors

Paul Vozila (3) Frank Diehl (3) Yue Pan (2) Fabian Stemmer (2) Marilisa Amoia (2) Gagandeep Singh (2) Liam McGrath (1) Luca Rubini (1) Jesús Giménez (1) Brian Delaney (1)

Research topics

Deep Learning (3) Architectures (3) Machine Learning (2) Application Areas (2) Healthcare & Medicine (1) Natural Language Processing (1) Clinical (1) Core Methods (1) Generation (1) Learning Types (1) Models (1)

Keywords

sequence-to-sequence model (2) logistic regression (1) text summarization (1) medical report generation (1) convolutional neural network (1) hierarchical encoder (1) clinical text (1) medical coding (1) neural summarization (1) pointer-generator network (1) encoder-decoder transformer (1) icd-10 code (1) contrastive learning (1) electronic medical record (1)

Papers

Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations ACL 2023 Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models ACL 2020 Scalable Wide and Deep Learning for Computer Assisted Coding NAACL 2018