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ORCIDYavuz Faruk Bakman
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2020 – today
- 2025
[c9]Metehan Oguz, Yavuz Faruk Bakman, Duygu Nur Yaldiz:
Un-considering Contextual Information: Assessing LLMs' Understanding of Indexical Elements. ACL (Findings) 2025: 23410-23427- [c8]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy:
Reconsidering LLM Uncertainty Estimation Methods in the Wild. ACL (1) 2025: 29531-29556 - [c7]Erum Mushtaq, Zalan Fabian, Yavuz Faruk Bakman, Anil Ramakrishna, Mahdi Soltanolkotabi, Salman Avestimehr:
HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models. CVPR Workshops 2025: 1663-1668 - [c6]Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Jieyu Zhao, Salman Avestimehr:
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. NAACL (Findings) 2025: 691-713 - [i10]Metehan Oguz, Yavuz Faruk Bakman, Duygu Nur Yaldiz:
Un-considering Contextual Information: Assessing LLMs' Understanding of Indexical Elements. CoRR abs/2506.01089 (2025) - [i9]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy:
Reconsidering LLM Uncertainty Estimation Methods in the Wild. CoRR abs/2506.01114 (2025) - [i8]Nien-Shao Wang, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sai Praneeth Karimireddy:
Conformal Prediction Adaptive to Unknown Subpopulation Shifts. CoRR abs/2506.05583 (2025) - [i7]Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sungmin Kang, Alperen Özis, Hayrettin Eren Yildiz, Mitash Ashish Shah, Zhiqi Huang, Anoop Kumar, Alfy Samuel, Daben Liu, Sai Praneeth Karimireddy, Salman Avestimehr:
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs. CoRR abs/2507.08203 (2025) - 2024
- [c5]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. ACL (1) 2024: 7752-7767 - [c4]Erum Mushtaq
, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. ECCV (80) 2024: 311-328 - [c3]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Yahya H. Ezzeldin, Salman Avestimehr:
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning. ICLR 2024 - [c2]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr, Chenyang Tao, Dimitrios Dimitriadis:
Predicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring. ISIT 2024: 2033-2037 - [i6]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. CoRR abs/2402.11756 (2024) - [i5]Metehan Oguz, Yusuf Umut Ciftci, Yavuz Faruk Bakman:
Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts. CoRR abs/2406.05569 (2024) - [i4]Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Salman Avestimehr:
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. CoRR abs/2406.11278 (2024) - [i3]Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. CoRR abs/2407.12188 (2024) - 2023
- [c1]Erum Mushtaq, Yavuz Faruk Bakman, Jie Ding, Salman Avestimehr:
Federated Alternate Training (Fat): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging. ISBI 2023: 1-5 - [i2]Erum Mushtaq, Yavuz Faruk Bakman, Jie Ding, Salman Avestimehr:
Federated Alternate Training (FAT): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging. CoRR abs/2304.09327 (2023) - [i1]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Yahya H. Ezzeldin, Salman Avestimehr:
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning. CoRR abs/2309.01289 (2023)
Coauthor Index
aka: Salman Avestimehr
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