Asher, Nicholas
- On Relating 'Why?' and 'Why Not?' Explanations
2020/12/21 by Alexey Ignatiev, Nina Narodytska, Ignatiev, Alexey +5 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasks
2023/05/11 by Fanny Jourdan, Jourdan, Fanny, Agustin Martin Picard +9 · 3 citations
Computer Science · Materials Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Topic Modeling
- Transport-based Counterfactual Models
2021/08/30 by de Lara, Lucas, González-Sanz, Alberto, Asher, Nicholas +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
2024/08/07 by Joaquin, Ayrton San, Wang, Bin, Liu, Zhengyuan +4 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Limits for Learning with Language Models
2023/06/21 by Nicholas Asher, Swarnadeep Bhar, Asher, Nicholas +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Llamipa: An Incremental Discourse Parser
2024/06/26 by Thompson, Kate, Chaturvedi, Akshay, Hunter, Julie +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Strong hallucinations from negation and how to fix them
2024/02/16 by Nicholas Asher, Asher, Nicholas, Swarnadeep Bhar +1 · 2 citations
Neuroscience · #Hallucinations in medical conditions
- Efficient Explanations for Knowledge Compilation Languages
2021/07/04 by Xuanxiang Huang, Yacine Izza, Huang, Xuanxiang +9 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
- Re-examining learning linear functions in context
2024/11/18 by Omar Naim, Naim, Omar, Guilhem Fouilhé +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- From SHAP Scores to Feature Importance Scores
2024/05/20 by Olivier Létoffé, Letoffe, Olivier, Xuanxiang Huang +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
- Learning Semantic Structure through First-Order-Logic Translation
2024/10/04 by Akshay Chaturvedi, Chaturvedi, Akshay, Nicholas Asher +1 · 2 citations
Computer Science · #Natural Language Processing Techniques
- Analyzing limits for in-context learning
2025/02/05 by Naim, Omar, Bolte, Jerome, Asher, Nicholas · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- TaCo: Targeted Concept Erasure Prevents Non-Linear Classifiers From Detecting Protected Attributes
2023/12/11 by Jourdan, Fanny, Béthune, Louis, Picard, Agustin +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Nebula: A discourse aware Minecraft Builder
2024/06/26 by Akshay Chaturvedi, Chaturvedi, Akshay, Kate Thompson +3 · 1 citation
Computer Science · #Service-Oriented Architecture and Web Services