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

18 October 2023

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

9 / 9 papers shown

Title
Comparing zero-shot self-explanations with human rationales in text classification Stephanie Brandl Oliver Eberle 57 0 0 24 Feb 2025
A Close Look at Decomposition-based XAI-Methods for Transformer Language Models L. Arras Bruno Puri Patrick Kahardipraja Sebastian Lapuschkin Wojciech Samek 35 0 0 21 Feb 2025
Evaluating Human Alignment and Model Faithfulness of LLM Rationale Mohsen Fayyaz Fan Yin Jiao Sun Nanyun Peng 48 3 0 28 Jun 2024
MambaLRP: Explaining Selective State Space Sequence Models F. Jafari G. Montavon Klaus-Robert Müller Oliver Eberle Mamba 54 9 0 11 Jun 2024
Visual Analytics for Fine-grained Text Classification Models and Datasets Munkhtulga Battogtokh Y. Xing Cosmin Davidescu Alfie Abdul-Rahman Michael Luck Rita Borgo 26 0 0 21 Mar 2024
On the Interplay between Fairness and Explainability Stephanie Brandl Emanuele Bugliarello Ilias Chalkidis FaML 22 4 0 25 Oct 2023
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? Stephanie Brandl Oliver Eberle Jonas Pilot Anders Søgaard 65 33 0 25 Apr 2022
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 227 76 0 30 Dec 2020
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 252 620 0 04 Dec 2018