no code implementations • 20 Nov 2023 • Alexandra Olteanu, Michael Ekstrand, Carlos Castillo, Jina Suh
All types of research, development, and policy work can have unintended, adverse consequences - work in responsible artificial intelligence (RAI), ethical AI, or ethics in AI is no exception.
no code implementations • 18 Nov 2023 • Yu Lu Liu, Meng Cao, Su Lin Blodgett, Jackie Chi Kit Cheung, Alexandra Olteanu, Adam Trischler
We focus on how, which, and when responsible AI issues are covered, which relevant stakeholders are considered, and mismatches between stated and realized research goals.
no code implementations • 23 Oct 2023 • Li Lucy, Su Lin Blodgett, Milad Shokouhi, Hanna Wallach, Alexandra Olteanu
Fairness-related assumptions about what constitute appropriate NLG system behaviors range from invariance, where systems are expected to behave identically for social groups, to adaptation, where behaviors should instead vary across them.
1 code implementation • Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics 2023 • Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daumé III, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna Wallach
It is critical to measure and mitigate fairness- related harms caused by AI text generation systems, including stereotyping and demeaning harms.
no code implementations • 16 Mar 2023 • Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
We investigate the extent to which errors of current coreference resolution models are associated with existing differences in operationalization across datasets (OntoNotes, PreCo, and Winogrande).
no code implementations • 13 Mar 2023 • Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
Our mapping of what prevents workers from meaningfully consenting to workplace wellbeing technologies (challenges) and what they require to do so (interventions) illustrates how the lack of meaningful consent is a structural problem requiring socio-technical solutions.
no code implementations • 16 Feb 2023 • Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Sean Kennedy, Michael Muller, Simone Stumpf, Q. Vera Liao, Ricardo Baeza-Yates, Lora Aroyo, Jess Holbrook, Ewa Luger, Michael Madaio, Ilana Golbin Blumenfeld, Maria De-Arteaga, Jessica Vitak, Alexandra Olteanu
In recent years, the CHI community has seen significant growth in research on Human-Centered Responsible Artificial Intelligence.
1 code implementation • 15 Dec 2022 • Akshatha Arodi, Martin Pömsl, Kaheer Suleman, Adam Trischler, Alexandra Olteanu, Jackie Chi Kit Cheung
In this work, we propose a test suite of coreference resolution subtasks that require reasoning over multiple facts.
no code implementations • 16 May 2022 • Maurice Jakesch, Zana Buçinca, Saleema Amershi, Alexandra Olteanu
Compared to the US-representative sample, AI practitioners appear to consider responsible AI values as less important and emphasize a different set of values.
no code implementations • NAACL 2022 • Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daumé III, Kaheer Suleman, Alexandra Olteanu
There are many ways to express similar things in text, which makes evaluating natural language generation (NLG) systems difficult.
no code implementations • ACL 2021 • Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
Auditing NLP systems for computational harms like surfacing stereotypes is an elusive goal.
no code implementations • ACL 2021 • Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
A false contract is more likely to be rejected than a contract is, yet a false key is less likely than a key to open doors.
no code implementations • 26 Nov 2020 • Margarita Boyarskaya, Alexandra Olteanu, Kate Crawford
NeurIPS 2020 requested that research paper submissions include impact statements on "potential nefarious uses and the consequences of failure."
Fairness Computers and Society
no code implementations • 9 Jul 2020 • Timothy J. Hazen, Alexandra Olteanu, Gabriella Kazai, Fernando Diaz, Michael Golebiewski
Past research shows that users benefit from systems that support them in their writing and exploration tasks.
no code implementations • 12 Jul 2019 • Alexandra Olteanu, Jean Garcia-Gathright, Maarten de Rijke, Michael D. Ekstrand
The proceedings list for the program of FACTS-IR 2019, the Workshop on Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval held at SIGIR 2019.
no code implementations • 22 Aug 2018 • Matthew Arnold, Rachel K. E. Bellamy, Michael Hind, Stephanie Houde, Sameep Mehta, Aleksandra Mojsilovic, Ravi Nair, Karthikeyan Natesan Ramamurthy, Darrell Reimer, Alexandra Olteanu, David Piorkowski, Jason Tsay, Kush R. Varshney
We envision such documents to contain purpose, performance, safety, security, and provenance information to be completed by AI service providers for examination by consumers.
1 code implementation • 16 Apr 2018 • Alexandra Olteanu, Carlos Castillo, Jeremy Boy, Kush R. Varshney
In this paper, we focus on quantifying the impact of violent events on various types of hate speech, from offensive and derogatory to intimidation and explicit calls for violence.
Social and Information Networks Computers and Society