Yuksekgonul, Mert
- GPT detectors are biased against non-native English writers
2023/04/06 by Weixin Liang, Liang, Weixin, Mert Yüksekgönül +9 · 13 voices · 26 citations
Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Ethics and Social Impacts of AI
- TextGrad: Automatic "Differentiation" via Text
2024/06/11 by Mert Yüksekgönül, Mert Yuksekgonul, Federico Bianchi +12 · 3 voices · 37 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.LG
- When and why vision-language models behave like bags-of-words, and what to do about it?
2022/10/04 by Mert Yüksekgönül, Yuksekgonul, Mert, Federico Bianchi +7 · 72 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Post-hoc Concept Bottleneck Models
2022/05/31 by Mert Yüksekgönül, Maggie Haitian Wang, Yuksekgonul, Mert +3 · 34 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
2024/02/08 by Federico Bianchi, Patrick John Chia, Bianchi, Federico +9 · 13 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #Corporate Governance and Law #Digital Platforms and Economics #FOS: Computer and information sciences
- Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025
2025/04/13 by Nitya Thakkar, Mert Yuksekgonul, Thakkar, Nitya +16 · 3 voices · 15 citations
Social Sciences · #Delphi Technique in Research
- Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
2023/09/26 by Mert Yüksekgönül, Varun Chandrasekaran, Yuksekgonul, Mert +13 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Discover and Cure: Concept-aware Mitigation of Spurious Correlation
2023/05/01 by Wu, Shirley, Yuksekgonul, Mert, Zhang, Linjun +1 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory
2025/04/10 by Suzgun, Mirac, Yuksekgonul, Mert, Bianchi, Federico +2 · 17 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained model debugging and analysis
2023/02/01 by Daneshjou, Roxana, Yuksekgonul, Mert, Cai, Zhuo Ran +2 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Diversity of Thought Improves Reasoning Abilities of LLMs
2023/10/11 by Naik, Ranjita, Chandrasekaran, Varun, Yuksekgonul, Mert +2 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
2025/02/07 by Wanjia Zhao, Zhao, Wanjia, Mert Yüksekgönül +5 · 12 citations
Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services
- Cost-of-Pass: An Economic Framework for Evaluating Language Models
2025/04/17 by Erol, Mehmet Hamza, El, Batu, Suzgun, Mirac +2 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Meaningfully Debugging Model Mistakes using Conceptual Counterfactual Explanations
2021/06/24 by Abubakar Abid, Mert Yüksekgönül, Abid, Abubakar +3 · 2 citations
Computer Science · #Data Stream Mining Techniques #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
- Beyond Confidence: Reliable Models Should Also Consider Atypicality
2023/05/29 by Mert Yüksekgönül, Yuksekgonul, Mert, Linjun Zhang +5 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Dynamical phases of short-term memory mechanisms in RNNs
2025/02/24 by Barışcan Kurtkaya, Bariscan Kurtkaya, Fatih Dinc +21 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Gene Regulatory Network Analysis #q-bio.NC #stochastic dynamics and bifurcation
- A ghost mechanism: An analytical model of abrupt learning
2025/01/04 by Dinc, Fatih, Cirakman, Ege, Jiang, Yiqi +3 · 1 citation
#FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)