Mert Yüksekgönül

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Pose Estimation

Information Retrieval

Constraint Satisfaction

Top Venues

Publications

Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yüksekgönül, Rahee Ghosh Peshawaria, Ranjita Naik, Besmira Nushi
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval. ICLR (2024)
Federico Bianchi, Patrick John Chia, Mert Yüksekgönül, Jacopo Tagliabue, Dan Jurafsky, James Zou
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis. CoRR (2024)
Mert Yüksekgönül, Federico Bianchi, Joseph Boen, Sheng Liu, Zhi Huang, Carlos Guestrin, James Zou
TextGrad: Automatic "Differentiation" via Text. CoRR (2024)
Mert Yüksekgönül, Varun Chandrasekaran, Erik Jones, Suriya Gunasekar, Ranjita Naik, Hamid Palangi, Ece Kamar, Besmira Nushi
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models. ICLR (2024)
Mert Yüksekgönül, Maggie Wang, James Zou
Post-hoc Concept Bottleneck Models. ICLR (2023)
Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou
Discover and Cure: Concept-aware Mitigation of Spurious Correlation. CoRR (2023)
Mert Yüksekgönül, Varun Chandrasekaran, Erik Jones, Suriya Gunasekar, Ranjita Naik, Hamid Palangi, Ece Kamar, Besmira Nushi
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models. CoRR (2023)
Mert Yüksekgönül, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou
When and Why Vision-Language Models Behave like Bags-Of-Words, and What to Do About It? ICLR (2023)
Ranjita Naik, Varun Chandrasekaran, Mert Yüksekgönül, Hamid Palangi, Besmira Nushi
Diversity of Thought Improves Reasoning Abilities of Large Language Models. CoRR (2023)
Angela Zhang, Mert Yüksekgönül, Joshua Guild, James Zou, Joseph C. Wu
ChatGPT Exhibits Gender and Racial Biases in Acute Coronary Syndrome Management. CoRR (2023)
Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yüksekgönül, Rahee Ghosh Peshawaria, Ranjita Naik, Besmira Nushi
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval. CoRR (2023)
Shirley Wu, Mert Yüksekgönül, Linjun Zhang, James Zou
Discover and Cure: Concept-aware Mitigation of Spurious Correlation. ICML (2023)
Weixin Liang, Mert Yüksekgönül, Yining Mao, Eric Wu, James Zou
GPT detectors are biased against non-native English writers. CoRR (2023)
Mert Yüksekgönül, Linjun Zhang, James Zou, Carlos Guestrin
Beyond Confidence: Reliable Models Should Also Consider Atypicality. CoRR (2023)
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda
Holistic Evaluation of Language Models. Trans. Mach. Learn. Res. 2023 (2023)
Weixin Liang, Mert Yüksekgönül, Yining Mao, Eric Wu, James Zou
GPT detectors are biased against non-native English writers. Patterns 4 (7) (2023)
Roxana Daneshjou, Mert Yüksekgönül, Zhuo Ran Cai, Roberto A. Novoa, James Zou
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained model debugging and analysis. CoRR (2023)
Mert Yüksekgönül, Linjun Zhang, James Y. Zou, Carlos Guestrin
Beyond Confidence: Reliable Models Should Also Consider Atypicality. NeurIPS (2023)
Mert Yüksekgönül, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou
When and why vision-language models behave like bags-of-words, and what to do about it? CoRR (2022)
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda
Holistic Evaluation of Language Models. CoRR (2022)
Roxana Daneshjou, Mert Yüksekgönül, Zhuo Ran Cai, Roberto A. Novoa, James Y. Zou
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis. NeurIPS (2022)
Abubakar Abid, Mert Yüksekgönül, James Zou
Meaningfully debugging model mistakes using conceptual counterfactual explanations. ICML (2022)
Mert Yüksekgönül, Maggie Wang, James Zou
Post-hoc Concept Bottleneck Models. CoRR (2022)
Alexander Mathis, Thomas Biasi, Steffen Schneider, Mert Yüksekgönül, Byron Rogers, Matthias Bethge, Mackenzie W. Mathis
Pretraining boosts out-of-domain robustness for pose estimation. WACV (2021)
Özgür Emre Sivrikaya, Mert Yüksekgönül, Mustafa Gökçe Baydogan
Learning prototypes for multiple instance learning. Turkish J. Electr. Eng. Comput. Sci. 29 (7) (2021)
Mert Yüksekgönül, Özgür Emre Sivrikaya, Mustafa Gökçe Baydogan
Learning Maximally Predictive Prototypes in Multiple Instance Learning. CoRR (2019)
Alexander Mathis, Mert Yüksekgönül, Byron Rogers, Matthias Bethge, Mackenzie W. Mathis
Pretraining boosts out-of-domain robustness for pose estimation. CoRR (2019)