Interpretability

Functional Connectomes of Neural Networks AAAI 2025 G2LDetect: A Global-to-Local Approach for Hallucination Detection AAAI 2025 GameArena: Evaluating LLM Reasoning through Live Computer Games ICLR 2025 GAMEBoT: Transparent Assessment of LLM Reasoning in Games ACL 2025 GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming Communities NAACL 2025 GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025 Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability AISTATS 2025 GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability ICCV 2025 GECTurk WEB: An Explainable Online Platform for Turkish Grammatical Error Detection and Correction COLING 2025 GEFA: A General Feature Attribution Framework Using Proxy Gradient Estimation ICML 2025 Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025 Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning AAAI 2025 Generating Counterfactual Explanations Under Temporal Constraints AAAI 2025 Generating Likely Counterfactuals Using Sum-Product Networks ICLR 2025 Generating Robot Constitutions & Benchmarks for Semantic Safety CoRL 2025 Generating Visual Explanations from Deep Networks using Implicit Neural Representations WACV 2025 Generative Annotation for ASR Named Entity Correction EMNLP 2025 GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping AAAI 2025 Germane Conflicts: Desirable Properties for Localising Inconsistency AAAI 2025 Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers ICLR 2025 GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval ACL 2025 GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning ICML 2025 Gradient-based Explanations for Deep Learning Survival Models ICML 2025 Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation NAACL 2025 GRAIL: Graph Edit Distance and Node Alignment using LLM-Generated Code ICML 2025