Publications

963 results for Trustworthy AI

BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
- - Anna Sokol
  - Elizabeth Daly
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- - Andrea Pugnana
  - Riccardo Massidda
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
- - Yanbo Wang
  - Zixiang Xu
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Shape it Up! Restoring LLM Safety during Finetuning
- - Shengyun Peng
  - Pin-Yu Chen
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Fair Continuous Resource Allocation with Equality of Impact
- - Blossom Metevier
  - Dennis Wei
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- - Dennis Wei
  - Inkit Padhi
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Quantifying policy uncertainty in generative flow networks with uncertain rewards
- - Ramon Nartallo-kaluarachchi
  - Robert Manson Sawko
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
The Shepherd Test: How Will Superintelligent Agents Balance Care and Control in Asymmetric Relationships?
- - Djallel Bouneffouf
  - Matthew Riemer
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Specifying exact circuit algorithms in universal transformers
- - Taku Ito
  - Ruchir Puri
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Scaling LLM Planning: NL2FLOW for Parametric Problem Generation and Rigorous Evaluation
- - Jung koo Kang
- 2025
- NeurIPS 2025
Workshop paper