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05/10/2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models
A medical provider's summary of a patient visit serves several critical ...
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04/27/2023
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants
A wave of new task-based virtual assistants has been fueled by increasin...
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03/30/2023
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents
Large language models (LLMs) have emerged as valuable tools for many nat...
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11/18/2021
Training Neural Networks with Fixed Sparse Masks
During typical gradient-based training of deep neural networks, all of t...
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11/15/2021
Adding more data does not always help: A study in medical conversation summarization with PEGASUS
Medical conversation summarization is integral in capturing information ...
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12/18/2019