Multi-Level Explanations for Generative Language Models
- Lucas Monteiro Paes
- Dennis Wei
- et al.
- 2025
- ACL 2025
Publications
82 results for Amit Dhurandhar
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- Ivoline Ngong
- Swanand Ravindra Kadhe
- et al.
- 2025
- ACL 2025
Programming Refusal with Conditional Activation Steering
- Bruce Lee
- Inkit Padhi
- et al.
- 2025
- ICLR 2025
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- Ivoline Ngong
- Swanand Ravindra Kadhe
- 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
Causal Markov Blanket Representation Learning for Domain Generalization Prediction
- Naiyu Yin
- Hanjing Wang
- et al.
- 2024
- ECCV 2024
Ranking Large Language Models without Ground Truth
- 2024
- ACL 2024
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
- Amit Dhurandhar
- Tejaswini Pedapati
- et al.
- 2024
- ACL 2024
Trust Regions for Explanations via Black-Box Probabilistic Certification
- Amit Dhurandhar
- Swagatam Haldar
- et al.
- 2024
- ICML 2024
Fusion of biomedical imaging studies for increased sample size and diversity: a case study of brain MRI
- Matias Aiskovich
- Eduardo Castro
- et al.
- 2024
- Frontiers in Radiology