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Anitha Kannan

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Extrinsically-Focused Evaluation of Omissions in Medical Summarization

Nov 14, 2023
Elliot Schumacher, Daniel Rosenthal, Varun Nair, Luladay Price, Geoffrey Tso, Anitha Kannan

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Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue

Jun 06, 2023
Maksim Eremeev, Ilya Valmianski, Xavier Amatriain, Anitha Kannan

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Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models

May 10, 2023
Varun Nair, Elliot Schumacher, Anitha Kannan

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CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants

Apr 27, 2023
Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan

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Dialogue-Contextualized Re-ranking for Medical History-Taking

Apr 04, 2023
Jian Zhu, Ilya Valmianski, Anitha Kannan

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DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents

Mar 30, 2023
Varun Nair, Elliot Schumacher, Geoffrey Tso, Anitha Kannan

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Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach

Oct 07, 2022
Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan

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OSLAT: Open Set Label Attention Transformer for Medical Entity Span Extraction

Jul 12, 2022
Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan

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Adding more data does not always help: A study in medical conversation summarization with PEGASUS

Nov 28, 2021
Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan

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MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System

Nov 17, 2021
Rhys Compton, Ilya Valmianski, Li Deng, Costa Huang, Namit Katariya, Xavier Amatriain, Anitha Kannan

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