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Mert Yuksekgonul
Mert Yuksekgonul
Other namesMert Yüksekgönül
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Holistic evaluation of language models
P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ...
TMLR, 2022
11712022
When and Why Vision-Language Models Behave like Bags-Of-Words, and What to Do About It?
M Yuksekgonul, F Bianchi, P Kalluri, D Jurafsky, J Zou
Oral (Notable-Top-5%) @ ICLR, 2023
338*2023
GPT detectors are biased against non-native English writers
W Liang*, M Yuksekgonul*, Y Mao*, E Wu*, J Zou
Patterns, 2023
3212023
A visual–language foundation model for pathology image analysis using medical twitter
Z Huang, F Bianchi, M Yuksekgonul, TJ Montine, J Zou
Nature medicine 29 (9), 2307-2316, 2023
3162023
Post-hoc concept bottleneck models
M Yuksekgonul, M Wang, J Zou
Spotlight (Notable-Top-25%) @ ICLR, 2023
2022023
Pretraining boosts out-of-domain robustness for pose estimation
A Mathis, T Biasi, S Schneider, M Yuksekgonul, B Rogers, M Bethge, ...
WACV, 1859-1868, 2021
1482021
Meaningfully debugging model mistakes using conceptual counterfactual explanations
A Abid, M Yuksekgonul, J Zou
ICML, 66-88, 2022
100*2022
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
S Wu, M Yuksekgonul, L Zhang, J Zou
ICML, 2023
542023
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis
R Daneshjou*, M Yuksekgonul*, ZR Cai, RA Novoa, J Zou
NeurIPS, 2022
44*2022
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
M Yuksekgonul, V Chandrasekaran, E Jones, S Gunasekar, R Naik, ...
ICLR, 2024
302024
TextGrad: Automatic" Differentiation" via Text
M Yuksekgonul, F Bianchi, J Boen, S Liu, Z Huang, C Guestrin, J Zou
arXiv preprint arXiv:2406.07496, 2024
272024
Beyond Confidence: Reliable Models Should Also Consider Atypicality
M Yuksekgonul, L Zhang, J Zou, C Guestrin
NeurIPS, 2023
202023
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
F Bianchi, PJ Chia, M Yuksekgonul, J Tagliabue, D Jurafsky, J Zou
ICML, 2024
19*2024
Diversity of thought improves reasoning abilities of large language models
R Naik, V Chandrasekaran, M Yuksekgonul, H Palangi, B Nushi
arXiv preprint arXiv:2310.07088, 2023
13*2023
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval
MI Abdin, S Gunasekar, V Chandrasekaran, J Li, M Yuksekgonul, ...
ICLR, 2024
92024
ChatGPT exhibits gender and racial biases in acute coronary syndrome management
A Zhang, M Yuksekgonul, J Guild, J Zou, JC Wu
arXiv preprint arXiv:2311.14703, 2023
92023
ImageNet performance correlates with pose estimation robustness and generalization on out-of-domain data
A Mathis, T Biasi, Y Mert, B Rogers, M Bethge, MW Mathis
International Conference on Machine Learning 2020 - Workshop on Uncertainty …, 2020
52020
Learning prototypes for multiple instance learning
ÖE Sivrikaya, M Yüksekgönül, MG BAYDOĞAN
Turkish Journal of Electrical Engineering and Computer Sciences 29 (7), 2901 …, 2021
42021
metaTextGrad: Learning to learn with language models as optimizers
G Xu, M Yuksekgonul, C Guestrin, J Zou
Adaptive Foundation Models: Evolving AI for Personalized and Efficient Learning, 0
Large Language Models Demonstrate and Recapitulate Known Gender and Racial Biases in Clinical Decision Making
A Zhang, K Wu, J Guild, M Yuksekgonul, E Wu, J Zou
Available at SSRN 4991056, 0
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Articles 1–20