Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome
Homogenization?

Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?

25 November 2022

Rishi Bommasani

Kathleen A. Creel

Dan Jurafsky

Papers citing "Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?"

13 / 13 papers shown

Title
Navigating the Rabbit Hole: Emergent Biases in LLM-Generated Attack Narratives Targeting Mental Health Groups Rijul Magu Arka Dutta Sean Kim Ashiqur R. KhudaBukhsh Munmun De Choudhury 19 0 0 08 Apr 2025
Autonomous AI imitators increase diversity in homogeneous information ecosystems Emil Bakkensen Johansen Oliver Baumann SyDa 62 0 0 20 Mar 2025
Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models Shiran Dudy Thulasi Tholeti R. Ramachandranpillai Muhammad Ali Toby Jia-Jun Li Ricardo Baeza-Yates 24 0 0 16 Mar 2025
We're Different, We're the Same: Creative Homogeneity Across LLMs Emily Wenger Yoed Kenett 86 3 0 31 Jan 2025
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation Katherine M. Collins Najoung Kim Yonatan Bitton Verena Rieser Shayegan Omidshafiei ... Gang Li Adrian Weller Junfeng He Deepak Ramachandran Krishnamurthy Dvijotham EGVM 41 3 0 24 Jun 2024
Evaluating and Mitigating Discrimination in Language Model Decisions Alex Tamkin Amanda Askell Liane Lovitt Esin Durmus Nicholas Joseph Shauna Kravec Karina Nguyen Jared Kaplan Deep Ganguli 36 66 0 06 Dec 2023
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining Sang Michael Xie Hieu H. Pham Xuanyi Dong Nan Du Hanxiao Liu Yifeng Lu Percy Liang Quoc V. Le Tengyu Ma Adams Wei Yu MoMe MoE 25 172 0 17 May 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 19 29 0 10 Mar 2023
Inclusive Artificial Intelligence Dilip Arumugam Shi Dong Benjamin Van Roy 19 1 0 24 Dec 2022
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 27 10 0 20 Dec 2022
Evaluating Human-Language Model Interaction Mina Lee Megha Srivastava Amelia Hardy John Thickstun Esin Durmus ... Hancheng Cao Tony Lee Rishi Bommasani Michael S. Bernstein Percy Liang LM&MA ALM 41 99 0 19 Dec 2022
It's Not Fairness, and It's Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games Benjamin Fish Luke Stark FaML 14 8 0 12 Sep 2022
Making Intelligence: Ethical Values in IQ and ML Benchmarks Borhane Blili-Hamelin Leif Hancox-Li 17 16 0 01 Sep 2022