Tag: reading club
2021
[Paper] A Primer in BERTology: What We Know About How BERT Works
reading club
( Anna Rogers, Olga Kovaleva, Anna Rumshisky)
( Anna Rogers, Olga Kovaleva, Anna Rumshisky)
[Paper] Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
reading club, facct2021
( Alon Jacovi, Ana Marasović, Tim Miller, Yoav Goldberg)
( Alon Jacovi, Ana Marasović, Tim Miller, Yoav Goldberg)
[Paper] We Are Dynamo: Overcoming Stalling and Friction in Collective Action for Crowd Workers
reading club, chi
( Niloufar Salehi, Lilly C. Irani, Michael S. Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Millan, Clickhappier)
( Niloufar Salehi, Lilly C. Irani, Michael S. Bernstein, Ali Alkhatib, Eva Ogbe, Kristy Millan, Clickhappier)
[Paper] Datasheets for Datasets
reading club
( Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford)
( Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford)
[Paper] On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜
reading club, facct2021
( Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, Margaret Mitchell)
( Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, Margaret Mitchell)
[Paper] Explaining Explainability: Towards Social Transparency in AI Systems
reading club, chi2021
( Upol Ehsan, Q. Vera Liao, Michael Muller, Mark O. Riedl, Justin D. Weisz)
( Upol Ehsan, Q. Vera Liao, Michael Muller, Mark O. Riedl, Justin D. Weisz)
[Paper] From Optimizing Engagement to Measuring Value
reading club, facct2021
( Smitha Milli, Luca Belli, Moritz Hardt)
( Smitha Milli, Luca Belli, Moritz Hardt)
[Paper] Street-Level Algorithms: A Theory at the Gaps between Policy and Decisions
reading club, chi2019
( Ali Alkhatib, Michael Bernstein)
( Ali Alkhatib, Michael Bernstein)
[Paper] On the Legal Compatibility of Fairness Definitions
reading club, neurips
( Alice Xiang, Inioluwa Deborah Raji)
( Alice Xiang, Inioluwa Deborah Raji)
2020
[Paper] Generalists and Specialists: Using Community Embeddings to Quantify Activity Diversity in Online Platforms
reading club, www
( Isaac Walker, Ashton Anderson)
( Isaac Walker, Ashton Anderson)
[Paper] Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence
reading club
( Shakir Mohamed, Marie-Therese Png, William Isaac)
( Shakir Mohamed, Marie-Therese Png, William Isaac)
[Paper] Data and Power: Archival Appraisal Theory as a Framework for Data Preservation
reading club, cscw2020
( Sarita Y Schoenebeck, Paul Conway)
( Sarita Y Schoenebeck, Paul Conway)
[Paper] Deconstructing the Filter Bubble: User Decision-Making and Recommender Systems
reading club, recsys
( Guy Aridor, Duarte Goncalves, Shan Sikdar)
( Guy Aridor, Duarte Goncalves, Shan Sikdar)
[Paper] 'Data Strikes': Evaluating the Effectiveness of a New Form of Collective Action Against Technology Companies
reading club, www
( Nicholas Vincent, Brent Hecht, Shilad Sen)
( Nicholas Vincent, Brent Hecht, Shilad Sen)
[Paper] Improving fairness in machine learning systems: What do industry practitioners need?
chi2019, reading club
( Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach)
( Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach)
[Paper] Reliance on Metrics is a Fundamental Challenge for AI
reading club
( Rachel Thomas, David Uminsky)
( Rachel Thomas, David Uminsky)
[Paper] Why ask Why? Forward Causal Inference and Reverse Causal Questions
reading club
( Andrew Gelman, Guido Imbens)
( Andrew Gelman, Guido Imbens)
[Paper] Towards Fine-grained Flow Forecasting: a Graph Attention Approach for Bike Sharing Systems
reading club, www
( Suining He, Kang G. Shin)
( Suining He, Kang G. Shin)
[Paper] A Framework for Understanding Unintended Consequences of Machine Learning
reading club
( Harini Suresh, John V. Guttag)
( Harini Suresh, John V. Guttag)
[Paper] WES: Agent-based User Interaction Simulation on Real Infrastructure
reading club
( John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Ralf Lämmel, Erik Meijer, Silvia Sapora, Justin Spahr-Summers)
( John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Ralf Lämmel, Erik Meijer, Silvia Sapora, Justin Spahr-Summers)
[Paper] Equality of Opportunity in Supervised Learning
reading club, neurips
( Moritz Hardt, Eric Price, Nathan Srebro)
( Moritz Hardt, Eric Price, Nathan Srebro)
[Paper] What is AI Literacy? Competencies and Design Considerations
chi2020, reading club
( Duri Long, Brian S Magerko)
( Duri Long, Brian S Magerko)
[Paper] Understanding deep learning requires rethinking generalization
iclr, reading club
( Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals)
( Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals)
[Paper] An Experimental Study of Structural Diversity in Social Networks
icwsm2020, reading club
( Jessica Su, Krishna Kamath, Aneesh Sharma, Johan Ugander, Sharad Goel)
( Jessica Su, Krishna Kamath, Aneesh Sharma, Johan Ugander, Sharad Goel)
[Paper] Generative Models for Effective ML on Private, Decentralized Datasets
iclr, reading club
( Sean Augenstein, Brendan McMahan, Daniel Ramage, Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, Blaise Aguera-Arcas)
( Sean Augenstein, Brendan McMahan, Daniel Ramage, Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, Blaise Aguera-Arcas)