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researcher

P. A. Mansfield

15 papers hereh-index 106.5k citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author9
  • last author3

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG4
  • cs.CL3
  • cs.CY1
  • eess.AS1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedTowards Expert-Level Medical Question Answering with Large Language Models

335 citations · 752 across the 15 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CL2022★ 262 cited

Large Language Models Encode Clinical Knowledge

Karan Singhal, Shekoofeh Azizi, Tao Tu +27

Large language models (LLMs) have demonstrated impressive capabilities in natural language understanding and generation, but the quality bar for medical and clinical applications i…

cs.LG2022

Federated Training of Dual Encoding Models on Small Non-IID Client Datasets

Raviteja Vemulapalli, Warren Richard Morningstar, Philip Andrew Mansfield +4

Dual encoding models that encode a pair of inputs are widely used for representation learning. Many approaches train dual encoding models by maximizing agreement between pairs of e…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.