Sarah Wiegreffe

1. Self-Refine: Iterative Refinement with Self-Feedback
   2023/03/30 by Aman Madaan, Madaan, Aman, Niket Tandon +29 · 1 voice · 570 citations
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
2. The Art of Saying No: Contextual Noncompliance in Language Models
   2024/07/02 by Faeze Brahman, Brahman, Faeze, Sachin Kumar +26 · 2 voices · 15 citations
   Computer Science · #Hate Speech and Cyberbullying Detection #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.HC
3. Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing
   2021/02/23 by Sarah Wiegreffe, Wiegreffe, Sarah, Ana Marasović +1 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
4. Mechanistic?
   2024/10/07 by Naomi Saphra, Saphra, Naomi, Sarah Wiegreffe +1 · 3 voices · 8 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Adversarial Robustness in Machine Learning
5. Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
   2024/07/21 by Sarah Wiegreffe, Oyvind Tafjord, Wiegreffe, Sarah +7 · 1 voice · 12 citations
   Neuroscience · Psychology · Arts and Humanities · #Cognitive Science and Education Research #Language, Metaphor, and Cognition #Discourse Analysis in Language Studies
6. Reframing Human-AI Collaboration for Generating Free-Text Explanations
   2021/12/16 by Sarah Wiegreffe, Jack Hessel, Wiegreffe, Sarah +7 · 7 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Topic Modeling
7. The Unreasonable Effectiveness of Easy Training Data for Hard Tasks
   2024/01/12 by Peter Hase, Hase, Peter, Mohit Bansal +5 · 5 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
8. MIB: A Mechanistic Interpretability Benchmark
   2025/04/17 by Aaron Mueller, Mueller, Aaron, Atticus Geiger +45 · 1 voice · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
9. Editing Common Sense in Transformers
   2023/05/24 by Anshita Gupta, Gupta, Anshita, Debanjan Mondal +11 · 2 citations
   Computer Science · Social Sciences · #Topic Modeling #Advanced Text Analysis Techniques #Computational and Text Analysis Methods
10. On Linear Representations and Pretraining Data Frequency in Language Models
    2025/04/16 by Jack Merullo, Noah A. Smith, Merullo, Jack +5 · 3 voices · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
11. Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning
    2024/10/06 by Shramay Palta, Palta, Shramay, Nishant Balepur +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
12. Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy
    2023/05/24 by Sarah Wiegreffe, Matthew Finlayson, Wiegreffe, Sarah +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling