Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
- Yue Zhou
- Yada Zhu
- et al.
- 2024
- NAACL 2024
Publications
114 results for Fairness, Accountability, Transparency
Synthetic Data Generation via Multidimensional Multiset Sum
- Cynthia Dwork
- Kristjan Greenewald
- et al.
- 2024
- FORC 2024
Disappearing Without a Trace: Coverage, Community, Quality, and Temporal Dynamics of Wikipedia Articles on Endangered Brazilian Indigenous Languages
- Vasconcelos Marisa
- Priscila Mizukami
- et al.
- 2024
- ICWSM 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
- Grace Guo
- Lifu Deng
- et al.
- 2024
- FAccT 2024
Evaluating the Impact of Skin Tone Representation on Out-of-Distribution Detection Performance in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- ISBI 2024
Prompt Templates: A Methodology for Improving Manual Red Teaming Performance
- Brandon Dominique
- David Piorkowski
- et al.
- 2024
- CHI 2024
Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions
- Hyo Jin Do
- Rachel Ostrand
- et al.
- 2024
- CHI 2024
CUI@CHI 2024: Building Trust in CUIs-From Design to Deployment
- Smit Desai
- Christina Wei
- et al.
- 2024
- CHI 2024
An Investigation of Representation and Allocation Harms in Contrastive Learning
- Subha Maity
- Mayank Agarwal
- et al.
- 2024
- ICLR 2024
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers
- Natalia Martinez Gil
- Martin Bertran
- et al.
- 2024
- AISTATS 2024