conftrace_

interpretable model

158 papers

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Co-occurring keywords

neural network (6616) interpretable machine learning (140) decision tree (322) feature selection (649) attention mechanism (4001) large language model (13587) model interpretability (519) feature learning (1311) representation learning (6206) concept bottleneck model (43)

Papers

Cosine Similarity is Almost All You Need (for Prototypical-Part Models) WACV 2026
A Transformer and Prototype-based Interpretable Model for Contextual Sarcasm Detection EACL 2026
LogicCBMs: Logic-Enhanced Concept-Based Learning WACV 2026
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization EMNLP 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025
Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models NAACL 2025
Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning AAAI 2025
Learning Accurate and Interpretable Decision Trees (Extended Abstract) IJCAI 2025
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time CVPR 2025
Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models AAAI 2025
Efficient Visual Representation Learning with Heat Conduction Equation IJCAI 2025
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery CVPR 2025
Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025
Learning Optimal Oblique Decision Trees with (Max)SAT IJCAI 2025
GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025
A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025
Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025
Interpretable Models for Detecting Linguistic Variation in Russian Media: Towards Unveiling Propagandistic Strategies during the Russo-Ukrainian War NAACL 2025
Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach ACL 2025
Even-if Explanations: Formal Foundations, Priorities and Complexity AAAI 2025
TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction CVPR 2025
Generative Model for Decision Trees AAAI 2024
MINTY: Rule-based models that minimize the need for imputing features with missing values AISTATS 2024
On the Concept Trustworthiness in Concept Bottleneck Models AAAI 2024
The Intelligible and Effective Graph Neural Additive Network NIPS 2024