Rather a Nurse than a Physician -- Contrastive Explanations under
Investigation

Rather a Nurse than a Physician -- Contrastive Explanations under Investigation

18 October 2023

Ilias Chalkidis

Stephanie Brandl

Papers citing "Rather a Nurse than a Physician -- Contrastive Explanations under Investigation"

9 / 9 papers shown

Title
MambaLRP: Explaining Selective State Space Sequence Models F. Jafari G. Montavon Klaus-Robert Müller Oliver Eberle Mamba 105 9 0 11 Jun 2024
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text Yova Kementchedjhieva Ilias Chalkidis 60 24 0 09 May 2023
Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild Stephanie Brandl Daniel Hershcovich Anders Søgaard 16 2 0 03 May 2022
Datasets: A Community Library for Natural Language Processing Quentin Lhoest Albert Villanova del Moral Yacine Jernite A. Thakur Patrick von Platen ... Thibault Goehringer Victor Mustar François Lagunas Alexander M. Rush Thomas Wolf 68 596 0 07 Sep 2021
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 322 24,160 0 26 Jul 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 354 634 0 04 Dec 2018
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives Amit Dhurandhar Pin-Yu Chen Ronny Luss Chun-Chen Tu Pai-Shun Ting Karthikeyan Shanmugam Payel Das FAtt 77 587 0 21 Feb 2018
Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller XAI 200 4,229 0 22 Jun 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 52 3,848 0 10 Apr 2017

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