Towards Human-Centred Explainability Benchmarks For Text Classification

Towards Human-Centred Explainability Benchmarks For Text Classification

10 November 2022

Viktor Schlegel

Erick Mendez Guzman

R. Batista-Navarro

Papers citing "Towards Human-Centred Explainability Benchmarks For Text Classification"

7 / 7 papers shown

Title
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers Lam Nguyen Tung Steven Cho Xiaoning Du Neelofar Neelofar Valerio Terragni Stefano Ruberto Aldeida Aleti 177 2 0 30 Oct 2024
Challenges in Explanation Quality Evaluation Hendrik Schuff Heike Adel Peng Qi Ngoc Thang Vu XAI 33 3 0 13 Oct 2022
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming Rohan R. Paleja Muyleng Ghuy Nadun R. Arachchige Reed Jensen Matthew C. Gombolay 78 63 0 08 Sep 2022
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 220 189 0 03 May 2020
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 266 622 0 04 Dec 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,690 0 28 Feb 2017