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This Patient Looks Like That Patient: Prototypical Networks for
  Interpretable Diagnosis Prediction from Clinical Text

This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

16 October 2022
Betty van Aken
Jens-Michalis Papaioannou
M. Naik
G. Eleftheriadis
Wolfgang Nejdl
Felix Alexander Gers
Alexander Loser
ArXivPDFHTML

Papers citing "This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text"

3 / 3 papers shown
Title
Regulation of Language Models With Interpretability Will Likely Result
  In A Performance Trade-Off
Regulation of Language Models With Interpretability Will Likely Result In A Performance Trade-Off
Eoin M. Kenny
Julie A. Shah
66
0
0
12 Dec 2024
Robust Text Classification: Analyzing Prototype-Based Networks
Robust Text Classification: Analyzing Prototype-Based Networks
Zhivar Sourati
D. Deshpande
Filip Ilievski
Kiril Gashteovski
S. Saralajew
OOD
OffRL
28
2
0
11 Nov 2023
Proto-lm: A Prototypical Network-Based Framework for Built-in
  Interpretability in Large Language Models
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models
Sean Xie
Soroush Vosoughi
Saeed Hassanpour
41
3
0
03 Nov 2023
1