AFME 2024 @ NeurIPS
@afciworkshop
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#NeurIPS2024: 5th workshop on Algorithmic Fairness through the lens of Metrics and Evaluation | @adoubleva @miriamrateike @gfarnadi @nandofioretto @jamelleWD
West meeting room 111-112
Joined August 2020
It's time for our #NeurIPS2024 Algorithmic Fairness Workshop #AFME2024 🥳! Join us TODAY for a full day of discussions on fairness metrics & evaluation. Schedule: ⏰ We start at 9 a.m. with the opening remarks, followed by a keynote by @HodaHeidari!
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That’s a wrap for #AFME2024!!! 🎉 Thank you to all the authors, attendees, roundtable leads and speakers for the great presentations and insightful discussions!
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Our amazing panellists discussed how to define fairness and challenges of evaluation, ethical considerations and interdisciplinary collaboration for addressing different dimensions of fairness! @HodaHeidari @JessicaSchrouff , @sanmikoyejo , @sethlazar
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For the final contributed talk, Ben Laufer discussed the fundamental limits in the search for less discriminatory algorithms!!
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Another great contributed talk!! Natalie Mackraz discussed her work on evaluating gender bias transfer between pre-trained and prompt-adapted LLMs
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In the third contributed talk of the day, Prakhar Ganesh presented his paper comparing g bias mitigation algorithms in ML!
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To kick off the afternoon session, we have a great talk from @ang3linawang on the need for group difference awareness and a new suite of benchmark for assessing this metric in LLMs!!
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In our third invited talk, @sethlazar discussed “Evaluating the Ethical Competence of LLMs”! #AFME2024 #NeurIPS2024
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In our second contributed talk, @TEKnologyy presents “Towards Fair RAG: The Impact of Fair Ranking in Retrieval-Augmented Generation.” #AFME2024 #NeurIPS2024
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The first contributed talk for the day presented by @alextamkin on "Evaluating and Mitigating Discrimination in Language Model Decisions" #AFME2024 #NeurIPS2024
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Up next, the second invited talk by @krvarshney on "Harm Detectors and Guardian Models for LLMs: Implementations, Uses, and Limitations." đź’ˇ #AFME2024 #NeurIPS2024
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In the first invited talk, @HodaHeidari talked about “Reflections on Fairness Measurement: From Predictive to Generative AI." #AFME2024 #NeurIPS2024
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