WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
- Yufang Hou
- Alessandra Pascale
- et al.
- 2024
- NeurIPS 2024
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96 results for Fairness, Accountability, Transparency
Interpolating Item and User Fairness in Multi-Sided Recommendations
- Qinyi Chen
- Jason Cheuk Nam Liang
- et al.
- 2024
- NeurIPS 2024
Better Bias Benchmarking of Language Models via Multi-factor Analysis
- Hannah Powers
- Ioana Baldini Soares
- et al.
- 2024
- NeurIPS 2024
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- Ivoline Ngong
- Swanand Ravindra Kadhe
- et al.
- 2024
- NeurIPS 2024
Impact of Skin Tone Diversity on Out-of-Distribution Detection Methods in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- MICCAI 2024
Biasly: An Expert-Annotated Dataset for Subtle Misogyny Detection and Mitigation
- Brooklyn Sheppard
- Anna Richter
- et al.
- 2024
- ACL 2024
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa
- Victor Akinwande
- Megan Macgregor
- et al.
- 2024
- IJCAI 2024
Computational Complexity of Verifying the Group No-show Paradox
- Farhad Mohsin
- Qishen Han
- et al.
- 2024
- IJCAI 2024
Risk Aware Benchmarking of Large Language Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2024
- ICML 2024
Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- Yuya Jeremy Ong
- Jay Pankaj Gala
- et al.
- 2024
- IEEE CISOSE 2024