Search Results - "Schumacher, Elliot"

The 2021 European Alliance of Associations for Rheumatology/American College of Rheumatology Points to Consider for Diagnosis and Management of Autoinflammatory Type I Interferonopathies: CANDLE/PRAAS, SAVI, and AGS by Cetin Gedik, Kader, Lamot, Lovro, Romano, Micol, Demirkaya, Erkan, Piskin, David, Torreggiani, Sofia, Adang, Laura A., Armangue, Thais, Barchus, Kathe, Cordova, Devon R., Crow, Yanick J., Dale, Russell C., Durrant, Karen L., Eleftheriou, Despina, Fazzi, Elisa M., Gattorno, Marco, Gavazzi, Francesco, Hanson, Eric P., Lee‐Kirsch, Min Ae, Montealegre Sanchez, Gina A., Neven, Bénédicte, Orcesi, Simona, Ozen, Seza, Poli, M. Cecilia, Schumacher, Elliot, Tonduti, Davide, Uss, Katsiaryna, Aletaha, Daniel, Feldman, Brian M., Vanderver, Adeline, Brogan, Paul A., Goldbach‐Mansky, Raphaela

“…Objective Autoinflammatory type I interferonopathies, chronic atypical neutrophilic dermatosis with lipodystrophy and elevated…”
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Learning unsupervised contextual representations for medical synonym discovery by Schumacher, Elliot, Dredze, Mark

“…An important component of processing medical texts is the identification of synonymous words or phrases. Synonyms can inform learned representations of…”
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The 2021 European Alliance of Associations for Rheumatology/American College of Rheumatology points to consider for diagnosis and management of autoinflammatory type I interferonopathies: CANDLE/PRAAS, SAVI and AGS by Cetin Gedik, Kader, Lamot, Lovro, Romano, Micol, Demirkaya, Erkan, Piskin, David, Torreggiani, Sofia, Adang, Laura A, Armangue, Thais, Barchus, Kathe, Cordova, Devon R, Crow, Yanick J, Dale, Russell C, Durrant, Karen L, Eleftheriou, Despina, Fazzi, Elisa M, Gattorno, Marco, Gavazzi, Francesco, Hanson, Eric P, Lee-Kirsch, Min Ae, Montealegre Sanchez, Gina A, Neven, Bénédicte, Orcesi, Simona, Ozen, Seza, Poli, M Cecilia, Schumacher, Elliot, Tonduti, Davide, Uss, Katsiaryna, Aletaha, Daniel, Feldman, Brian M, Vanderver, Adeline, Brogan, Paul A, Goldbach-Mansky, Raphaela

“…Autoinflammatory type I interferonopathies, chronic atypical neutrophilic dermatosis with lipodystrophy and elevated temperature/proteasome-associated…”
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Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models by Nair, Varun, Schumacher, Elliot, Kannan, Anitha

“…A medical provider's summary of a patient visit serves several critical purposes, including clinical decision-making, facilitating hand-offs between providers,…”
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CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants by Sun, Albert Yu, Nair, Varun, Schumacher, Elliot, Kannan, Anitha

“…A wave of new task-based virtual assistants has been fueled by increasingly powerful large language models (LLMs), such as GPT-4 (OpenAI, 2023). A major…”
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DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents by Nair, Varun, Schumacher, Elliot, Tso, Geoffrey, Kannan, Anitha

“…Large language models (LLMs) have emerged as valuable tools for many natural language understanding tasks. In safety-critical applications such as healthcare,…”
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Improving Zero-Shot Multi-Lingual Entity Linking by Schumacher, Elliot, Mayfield, James, Dredze, Mark

“…Entity linking -- the task of identifying references in free text to relevant knowledge base representations -- often focuses on single languages. We consider…”
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Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking by Schumacher, Elliot, Mayfield, James, Dredze, Mark

“…Cross-language entity linking grounds mentions in multiple languages to a single-language knowledge base. We propose a neural ranking architecture for this…”
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Extrinsically-Focused Evaluation of Omissions in Medical Summarization by Schumacher, Elliot, Rosenthal, Daniel, Naik, Dhruv, Nair, Varun, Price, Luladay, Tso, Geoffrey, Kannan, Anitha

“…Large language models (LLMs) have shown promise in safety-critical applications such as healthcare, yet the ability to quantify performance has lagged. An…”
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A Readability Analysis of Campaign Speeches from the 2016 US Presidential Campaign by Schumacher, Elliot, Eskenazi, Maxine

“…Readability is defined as the reading level of the speech from grade 1 to grade 12. It results from the use of the REAP readability analysis (vocabulary -…”
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Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models by Mulyar, Andriy, Schumacher, Elliot, Rouhizadeh, Masoud, Dredze, Mark

“…Clinical notes contain an extensive record of a patient's health status, such as smoking status or the presence of heart conditions. However, this detail is…”
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Predicting the Relative Difficulty of Single Sentences With and Without Surrounding Context by Schumacher, Elliot, Eskenazi, Maxine, Frishkoff, Gwen, Collins-Thompson, Kevyn

“…The problem of accurately predicting relative reading difficulty across a set of sentences arises in a number of important natural language applications, such…”
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