Interactive Analysis of LLMs using Meaningful Counterfactuals

Interactive Analysis of LLMs using Meaningful Counterfactuals

23 April 2024

Robin Shing Moon Chan

Hendrik Strobelt

Mennatallah El-Assady

Papers citing "Interactive Analysis of LLMs using Meaningful Counterfactuals"

7 / 7 papers shown

Title
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 102 0 0 24 Feb 2025
Interpreting Language Reward Models via Contrastive Explanations Junqi Jiang Tom Bewley Saumitra Mishra Freddy Lecue Manuela Veloso 76 0 0 25 Nov 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 33 10 0 16 Nov 2024
OCDB: Revisiting Causal Discovery with a Comprehensive Benchmark and Evaluation Framework Wei Zhou Hong Huang Guowen Zhang Ruize Shi Kehan Yin Yuanyuan Lin Bang Liu CML 50 1 0 07 Jun 2024
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models Minsuk Kahng Ian Tenney Mahima Pushkarna Michael Xieyang Liu James Wexler Emily Reif Krystal Kallarackal Minsuk Chang Michael Terry Lucas Dixon 56 21 0 16 Feb 2024
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
ViCE: Visual Counterfactual Explanations for Machine Learning Models Oscar Gomez Steffen Holter Jun Yuan E. Bertini AAML 57 93 0 05 Mar 2020