Esin Durmus
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 544 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- AI Supported Degradation of the Self Concept: A Theoretical Framework Grounded in Established Cognitive and Computational Mechanisms
2023/10/20 by Mrinank Sharma, Meg Tong, Sharma, Mrinank +36 · 10 voices · 228 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
- Whose Opinions Do Language Models Reflect?
2023/03/30 by Shibani Santurkar, Santurkar, Shibani, Esin Durmus +9 · 2 voices · 121 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
- Kronfluence: Influence Functions with Eigenvalue-corrected Kronecker-Factored Approximate Curvature
2023/08/07 by Roger Grosse, Juhan Bae, Grosse, Roger +31 · 3 voices · 51 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Measuring Faithfulness in Chain-of-Thought Reasoning
2023/07/17 by Tamera Lanham, Lanham, Tamera, Anna Chen +59 · 4 voices · 83 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
- Towards Measuring the Representation of Subjective Global Opinions in Language Models
2023/06/28 by Esin Durmus, Durmus, Esin, Karina Nguyen +33 · 1 voice · 58 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Benchmarking Large Language Models for News Summarization
2023/01/31 by Tianyi Zhang, Zhang, Tianyi, Faisal Ladhak +9 · 2 voices · 43 citations
#cs.CL #cs.AI #cs.LG
- Evaluating and Mitigating Discrimination in Language Model Decisions
2023/12/06 by Alex Tamkin, Amanda Askell, Tamkin, Alex +15 · 18 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Topic Modeling
- Evaluating Human-Language Model Interaction
2022/12/19 by Mina Lee, Lee, Mina, Megha Srivastava +33 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
2021/02/02 by Sebastian Gehrmann, Gehrmann, Sebastian, Tosin Adewumi +109 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions
2025/04/21 by Saffron Huang, Esin Durmus, Huang, Saffron +17 · 3 voices · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CY #cs.LG
- Question Decomposition Improves the Faithfulness of Model-Generated Reasoning
2023/07/17 by Ansh Radhakrishnan, Radhakrishnan, Ansh, Karina Nguyen +45 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- People who share encounters with racism are silenced online by humans and machines, but a guideline-reframing intervention holds promise
2024/09/09 by Cinoo Lee, Kristina Gligorić, Pratyusha Kalluri +10 · 1 voice · 6 citations
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Social Media and Politics #Media Influence and Politics
- Specific versus General Principles for Constitutional AI
2023/10/20 by Sandipan Kundu, Kundu, Sandipan, Yuntao Bai +69 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps
2024/04/02 by Kristina Gligorić, Gligoric, Kristina, Myra Cheng +7 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Must Read: A Comprehensive Survey of Computational Persuasion
2025/05/12 by Nimet Beyza Bozdag, Bozdag, Nimet Beyza, Shuhaib Mehri +17 · 1 voice · 5 citations
#cs.CL #cs.AI #cs.CY