GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- Zhaitang Li
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Publications
830 results for Trustworthy AI
Graph-based Uncertainty Metrics for Long-form Language Model Generations
- Mingjian Jiang
- Yangjun Yangjun
- et al.
- 2024
- NeurIPS 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
- Shengyun Peng
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Selective Explanations
- Lucas Monteiro Paes
- Dennis Wei
- et al.
- 2024
- NeurIPS 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models
- Jinghan Jia
- Jiancheng Liu
- et al.
- 2024
- NeurIPS 2024
Learning to Optimize Molecules with a Chemical Language Model
- Jerret Ross
- Samuel Hoffman
- et al.
- 2024
- NeurIPS 2024
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- Dennis Wei
- Inkit Padhi
- et al.
- 2024
- NeurIPS 2024
On the role of noise in factorizers for disentangling distributed representations
- Kumudu Geethan Karunaratne
- Michael Hersche
- et al.
- 2024
- NeurIPS 2024
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- Debarun Bhattacharjya
- Balaji Ganesan
- et al.
- 2024
- NeurIPS 2024
Unified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024