conftrace_

model interpretability

519 papers

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Co-occurring keywords

feature attribution (280) text classification (6793) neural network (6616) large language model (13587) explainable ai (480) model explanation (155) language model (4599) attention mechanism (4001) shapley value (206) representation learning (6206)

Papers

Semi-supervised Concept Bottleneck Models ICCV 2025
Fast Explanations via Policy Gradient-Optimized Explainer IJCAI 2025
Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization CVPR 2025
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization IJCAI 2025
Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework EMNLP 2025
When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025
A Causal Lens for Evaluating Faithfulness Metrics EMNLP 2025
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models WACV 2025
Can Role Vectors Affect LLM Behaviour? EMNLP 2025
Self-Critique and Refinement for Faithful Natural Language Explanations EMNLP 2025
o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025
Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025
Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis ACL 2025
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation ACL 2025
LawToken: a single token worth more than its constituents ACL 2025
Accurate Estimation of Feature Importance Faithfulness for Tree Models AAAI 2025
Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective ACL 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation AAAI 2025
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks IJCAI 2025
How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads EMNLP 2025
NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models AAAI 2025
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors EMNLP 2025
How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts? EMNLP 2025
CohEx: A Generalized Framework for Cohort Explanation AAAI 2025