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Interpretability

7,452 papers

Papers per year

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Papers

Rating AI Models for Robustness Through a Causal Lens IJCAI 2025
Visual Analytics for Guiding Feature Attribution Method Selection IJCAI 2025
TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025
MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms IJCNLP 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? IJCNLP 2025
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge IJCNLP 2025
How Reliable are Causal Probing Interventions? IJCNLP 2025
Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? IJCNLP 2025
Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models IJCNLP 2025
On the Convergence of Moral Self-Correction in Large Language Models IJCNLP 2025
Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025
SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing IJCNLP 2025
ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication IJCNLP 2025
Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies IJCNLP 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025
The Confidence Paradox: Can LLM Know When It’s Wrong? IJCNLP 2025
Are Humans as Brittle as Large Language Models? IJCNLP 2025
PerCoR: Evaluating Commonsense Reasoning in Persian via Multiple-Choice Sentence Completion IJCNLP 2025
Interpreting the Effects of Quantization on LLMs IJCNLP 2025
Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025
Hallucinations in Code Change to Natural Language Generation: Prevalence and Evaluation of Detection Metrics IJCNLP 2025
A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics IJCNLP 2025
Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning IJCNLP 2025