Zeno: An Interactive Framework for Behavioral Evaluation of Machine
Learning

Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning

9 February 2023

Ángel Alexander Cabrera

Donald Bertucci

Kenneth Holstein

Ameet Talwalkar

Papers citing "Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning"

11 / 11 papers shown

Title
What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns Michael A. Hedderich Anyi Wang Raoyuan Zhao Florian Eichin Barbara Plank 39 0 0 22 Apr 2025
Orbit: A Framework for Designing and Evaluating Multi-objective Rankers Chenyang Yang Tesi Xiao Michael Shavlovsky Christian Kastner Tongshuang Wu 42 0 0 07 Nov 2024
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments Angie Boggust Venkatesh Sivaraman Yannick Assogba Donghao Ren Dominik Moritz Fred Hohman VLM 63 3 0 06 Aug 2024
Canvil: Designerly Adaptation for LLM-Powered User Experiences K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 59 17 0 17 Jan 2024
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs Chenyang Yang Rishabh Rustogi Rachel A. Brower-Sinning Grace A. Lewis Christian Kastner Tongshuang Wu KELM 38 12 0 14 Oct 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 34 69 0 24 Sep 2023
Gentopia: A Collaborative Platform for Tool-Augmented LLMs Binfeng Xu Xukun Liu Hua Shen Zeyu Han Yuhan Li Murong Yue Zhi-Ping Peng Yuchen Liu Ziyu Yao Dongkuan Xu LLMAG 30 19 0 08 Aug 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 58 159 0 02 Jun 2023
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits Wesley Hanwen Deng Manish Nagireddy M. S. Lee Jatinder Singh Zhiwei Steven Wu Kenneth Holstein Haiyi Zhu 45 88 0 13 May 2022
Discovering and Validating AI Errors With Crowdsourced Failure Reports Ángel Alexander Cabrera Abraham J. Druck Jason I. Hong Adam Perer HAI 68 54 0 23 Sep 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 154 137 0 13 Jan 2021