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Demystifying the Accuracy-Interpretability Trade-Off: A Case Study of Inferring Ratings from Reviews
10 March 2025
Pranjal Atrey
Michael P. Brundage
Min Wu
Sanghamitra Dutta
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Papers citing
"Demystifying the Accuracy-Interpretability Trade-Off: A Case Study of Inferring Ratings from Reviews"
4 / 4 papers shown
Title
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
1.8K
95,114
0
11 Oct 2018
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.2K
17,027
0
16 Feb 2016
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model
Benjamin Letham
Cynthia Rudin
Tyler H. McCormick
D. Madigan
FAtt
72
743
0
05 Nov 2015
Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov
Ilya Sutskever
Kai Chen
G. Corrado
J. Dean
NAI
OCL
397
33,550
0
16 Oct 2013
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