Machine Learning

Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025 Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025 Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation ACL 2025 Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning IJCNLP 2025 Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning NAACL 2025 Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons EMNLP 2025 A Renormalization Group Framework for Scale-Invariant Feature Learning in Deep Neural Networks (Student Abstract) AAAI 2025 Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching ACL 2025 A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025 A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny ACL 2025 A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations ICML 2025 Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025 Are Sparse Autoencoders Useful? A Case Study in Sparse Probing ICML 2025 Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? CVPR 2025 Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025 A Retrieval-Based Approach to Medical Procedure Matching in Romanian ACL 2025 A Review of Quantum Computing Approaches to Semantic Search and Text Classification in Natural Language Processing AACL 2025 Are We Done with MMLU? NAACL 2025 Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media ACL 2025 Are You Doing Better Than Random Guessing? A Call for Using Negative Controls When Evaluating Causal Discovery Algorithms UAI 2025 Are you sure? Measuring models bias in content moderation through uncertainty EMNLP 2025 Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025 Are You Trying to Convince Me or Are You Trying to Deceive Me? Using Argumentation Types to Identify Deceptive News ACL 2025