Human-Centered Explainable NLP

This website collects the Over 200 NLP Explanation studies analyzed by the paper "Explaining the Road Not Taken", accepted by the CHI 2021 HCXAI Workshop.

Form Annotations of 200+ NLP Explanation Studies

Click the screenshot or button to see detailed form annotations of 200+ NLP Explanation studies.

How Did We Define an NLP Explanation Study?

We defined a paper as an "NLP explanation" study by satisfying:

(i) its motivation was to explain or analyze NLP models, tasks, or datasets;

or (ii) it aimed to develop more explainable NLP models, tasks, or datasets;

or (iii) the explanation format is natural language.

Contributions

Having any NLP Explanation papers that we missed? Cool! Please feel free to email us !

Citations

If the resource is helpful to you, please cite our work:

@article{human-centered-exnlp:2021:hxcai,
        author = {Shen, Hua and Huang, Ting-Hao (Kenneth)},
        title = {Explaining the Road Not Taken},
        journal = {ACM CHI Workshop on Operationalizing Human-Centered Perspectives in Explainable AI},
        year = {2021}
        }