Interpretability

Explanations of GNN on Evolving Graphs via Axiomatic Layer edges ICLR 2025 Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection ACL 2025 Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement ACL 2025 Exploiting the Shadows: Unveiling Privacy Leaks through Lower-Ranked Tokens in Large Language Models ACL 2025 Exploring Activation Patterns of Parameters in Language Models AAAI 2025 Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? COLING 2025 Exploring Human-AI Conceptual Alignment through the Prism of Chess NeurIPS 2025 Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion ACL 2025 Exploring Large Language Models’ World Perception: A Multi-Dimensional Evaluation through Data Distribution EMNLP 2025 Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues ACL 2025 Exploring the Hidden Reasoning Process of Large Language Models by Misleading Them EMNLP 2025 Exploring the Limitations of Detecting Machine-Generated Text COLING 2025 Exploring the Stability Gap in Continual Learning: The Role of the Classification Head WACV 2025 Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies IJCNLP 2025 Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ACL 2025 ExpProof : Operationalizing Explanations for Confidential Models with ZKPs ICML 2025 Extended Abstract for “Linguistic Universals”: Emergent Shared Features in Independent Monolingual Language Models via Sparse Autoencoders EMNLP 2025 Extended Abstract: Probing-Guided Parameter-Efficient Fine-Tuning for Balancing Linguistic Adaptation and Safety in LLM-based Social Influence Systems ACL 2025 Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract) AAAI 2025 Extract Free Dense Misalignment from CLIP AAAI 2025 Extracting and Understanding the Superficial Knowledge in Alignment NAACL 2025 Extracting Conceptual Spaces from LLMs Using Prototype Embeddings EMNLP 2025 Extracting Interpretable Task-Specific Circuits from Large Language Models for Faster Inference AAAI 2025