Researcher profile
Xavier Amatriain
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue
2023 · arXiv (Cornell University)
Factual correctness is often the limiting factor in practical applications of natural language generation in high-stakes domains such as healthcare. An essential requirement for maintaining factuality is the ability to deal with rare tokens. This …
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Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization
2021
In medical dialogue summarization, summaries must be coherent and must capture all the medically relevant information in the dialogue. However, learning effective models for summarization require large amounts of labeled data which is especially hard …