Malaikannan Sankarasubbu
3 papers in the PaperMetrix corpus
Papers by this author
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PHI Scrubber: A Deep Learning Approach
2018 · arXiv (Cornell University)
Confidentiality of patient information is an essential part of Electronic Health Record System. Patient information, if exposed, can cause a serious damage to the privacy of individuals receiving healthcare. Hence it is important to remove …
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Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference
2019
Natural Language inference is the task of identifying relation between two sentences as entailment, contradiction or neutrality. MedNLI is a biomedical flavour of NLI for clinical domain. This paper explores the use of Bidirectional Encoder …
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Med-HALT: Medical Domain Hallucination Test for Large Language Models
2023 · arXiv (Cornell University)
This research paper focuses on the challenges posed by hallucinations in large language models (LLMs), particularly in the context of the medical domain. Hallucination, wherein these models generate plausible yet unverified or incorrect information, can …