"One-Size-Fits-All"? Examining Expectations around What Constitute
"Fair" or "Good" NLG System Behaviors

"One-Size-Fits-All"? Examining Expectations around What Constitute "Fair" or "Good" NLG System Behaviors

23 October 2023

Su Lin Blodgett

Hanna M. Wallach

Alexandra Olteanu

Papers citing ""One-Size-Fits-All"? Examining Expectations around What Constitute "Fair" or "Good" NLG System Behaviors"

10 / 10 papers shown

Title
A Taxonomy of Linguistic Expressions That Contribute To Anthropomorphism of Language Technologies Alicia DeVrio Myra Cheng Lisa Egede Alexandra Olteanu Su Lin Blodgett 42 2 0 14 Feb 2025
Content-Driven Local Response: Supporting Sentence-Level and Message-Level Mobile Email Replies With and Without AI Tim Zindulka Sven Goller Florian Lehmann Daniel Buschek 60 0 0 10 Feb 2025
Extrinsic Evaluation of Cultural Competence in Large Language Models Shaily Bhatt Fernando Diaz ELM EGVM 47 4 0 17 Jun 2024
Incorporating Worker Perspectives into MTurk Annotation Practices for NLP Olivia Huang Eve Fleisig Dan Klein 25 15 0 06 Nov 2023
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 65 128 0 18 May 2022
Refocusing on Relevance: Personalization in NLG Shiran Dudy Steven Bedrick Bonnie Webber 42 26 0 10 Sep 2021
The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers Daniel Buschek Martin Zurn Malin Eiband 111 98 0 22 Jan 2021
A Theoretical Analysis of the Repetition Problem in Text Generation Z. Fu Wai Lam Anthony Man-Cho So Bei Shi 67 89 0 29 Dec 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 204 607 0 03 Sep 2019
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 730 0 13 Dec 2018