Interpretability

Counterfactual Explanations for Continuous Action Reinforcement Learning IJCAI 2025 Counterfactual Explanations of Time Varying Rankings (Student Abstract) AAAI 2025 Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layers ICML 2025 CountXplain: Interpretable Cell Counting with Prototype-Based Density Map Estimation MIDL 2025 CourtReasoner: Can LLM Agents Reason Like Judges? EMNLP 2025 Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings ACL 2025 Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ACL 2025 Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025 Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection AAAI 2025 Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025 Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction EMNLP 2025 Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation AACL 2025 Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ACL 2025 Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025 Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts ACL 2025 Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem COLING 2025 CSECU-Learners at SemEval-2025 Task 9: Enhancing Transformer Model for Explainable Food Hazard Detection in Text SemEval 2025 CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control ACL 2025 Curriculum Abductive Learning for Mitigating Reasoning Shortcuts IJCAI 2025 DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models AAAI 2025 Dagger Behind Smile: Fool LLMs with a Happy Ending Story EMNLP 2025 DAMO: Decoding by Accumulating Activations Momentum for Mitigating Hallucinations in Vision-Language Models ICLR 2025 DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs EMNLP 2025