Interpretability

A rebuttal of two common deflationary stances against LLM cognition ACL 2025 Are explicit belief representations necessary? A comparison between Large Language Models and Bayesian probabilistic models NAACL 2025 Are Humans as Brittle as Large Language Models? IJCNLP 2025 Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? EMNLP 2025 Are Language Models Consequentialist or Deontological Moral Reasoners? EMNLP 2025 Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025 A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025 Are Sparse Autoencoders Useful? A Case Study in Sparse Probing ICML 2025 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 Are the Reasoning Models Good at Automated Essay Scoring? EMNLP 2025 Are Transformers Able to Reason by Connecting Separated Knowledge in Training Data? ICLR 2025 Are Your LLMs Capable of Stable Reasoning? ACL 2025 Are you sure? Measuring models bias in content moderation through uncertainty EMNLP 2025 Are You Trying to Convince Me or Are You Trying to Deceive Me? Using Argumentation Types to Identify Deceptive News ACL 2025 Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology ACL 2025 Argumentative Large Language Models for Explainable and Contestable Claim Verification AAAI 2025 Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025 Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025 Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics ICLR 2025 A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025 Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025 ASCENT-ViT: Attention-based Scale-aware Concept Learning Framework for Enhanced Alignment in Vision Transformers IJCAI 2025 A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025 A Sentence-Level Visualization of Attention in Large Language Models NAACL 2025 A Simple Yet Effective Method for Non-Refusing Context Relevant Fine-grained Safety Steering in LLMs EMNLP 2025