Machine Learning

A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents ICML 2025 Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned LLMs EMNLP 2025 Are Ensembles Getting Better All the Time? JMLR 2025 Are Exemplar-Based Class Incremental Learning Models Victim of Black-Box Poison Attacks? WACV 2025 Are Expressive Models Truly Necessary for Offline RL? AAAI 2025 Are Generative Models Underconfident? Better Quality Estimation with Boosted Model Probability EMNLP 2025 A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025 A REGNLP Framework: Developing Retrieval-Augmented Generation for Regulatory Document Analysis COLING 2025 A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025 Are High-Quality AI-Generated Images More Difficult for Models to Detect? ICML 2025 Are Humans as Brittle as Large Language Models? IJCNLP 2025 Are Images Indistinguishable to Humans Also Indistinguishable to Classifiers? CVPR 2025 A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment ACL 2025 Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025 Are Language Models Consequentialist or Deontological Moral Reasoners? EMNLP 2025 Are Large Language Models Chronically Online Surfers? A Dataset for Chinese Internet Meme Explanation EMNLP 2025 Are Large Language Models Fluent in Declarative Process Mining? IJCAI 2025 Are Large Language Models for Education Reliable Across Languages? ACL 2025 Are Larger Language Models Better at Disambiguation? NAACL 2025 Are Large Vision Language Models Good Game Players? ICLR 2025 A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025 Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation NAACL 2025 Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025 Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle ICML 2025