← Core AI
Artificial Intelligence › Core AI ›

Interpretability

7318 directly classified papers

Papers per year

Papers

SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning EMNLP 2025
Is OpenVLA Truly Robust? A Systematic Evaluation of Positional Robustness AACL 2025
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization EMNLP 2025
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts EMNLP 2025
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation AACL 2025
An Analysis of Large Language Models for Simulating User Responses in Surveys AACL 2025
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language AAAI 2025
Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks AAAI 2025
Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25 EMNLP 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025
Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge EMNLP 2025
Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning AACL 2025
Interpreting the Effects of Quantization on LLMs AACL 2025
uir-cis at SemEval-2025 Task 3: Detection of Hallucinations in Generated Text SEMEVAL 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild! IJCNLP 2025
SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA IJCNLP 2025
Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025
Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution AAAI 2025
Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI CVPR 2025
Do Transformer Interpretability Methods Transfer to RNNs? AAAI 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025
Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms AACL 2025
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025