conftrace_

model interpretability

519 papers

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Co-occurring keywords

feature attribution (280) text classification (6793) neural network (6616) large language model (13587) explainable ai (480) model explanation (155) language model (4599) attention mechanism (4001) shapley value (206) representation learning (6206)

Papers

Interpretable Traces, Unexpected Outcomes: Investigating the Disconnect in Trace-Based Knowledge Distillation ACL 2026
Explanations for Sequential Decision-Making – an Overview AAAI 2026
DeformAR: A Visual Analytics Framework for Evaluation of Arabic Named Entity Recognition EACL 2026
Crosscoding Through Time: Tracking Emergence & Consolidation Of Linguistic Representations Throughout LLM Pretraining ACL 2026
What Fine-Tuning Changes: A Radiomic Lens on Prostate Foundation Model Representations MIDL 2026
PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues ACL 2026
Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities EACL 2026
Punctuations and Predicates in Language Models EACL 2026
Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs AAAI 2026
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract) AAAI 2026
Interpreto: An Explainability Library for Transformers ACL 2026
Can You Trust Your Model? Constructing Uncertainty Approximations Guaranteeing Validity of Glioma Segmentation Explanations MIDL 2026
Weight Space Correlation Analysis: Quantifying Feature Utilization in Deep Learning Models MIDL 2026
UERLens: Understanding Event Relations in Large Language Models ACL 2026
Digital Forensic AI You Can Explain: A Case Study on Video Source Camera Identification WACV 2026
ConsensusXAI: A Framework to Examine Class-wise Agreement in Medical Imaging WACV 2026
LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics EACL 2026
Beyond Multiple Choice: Evaluating Steering Vectors for Summarization EACL 2026
Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes AAAI 2026
Skill Path: Unveiling Language Skills from Circuit Graphs AAAI 2026
Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs AAAI 2026
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization IJCAI 2025
Fast Explanations via Policy Gradient-Optimized Explainer IJCAI 2025
NormXLogit: The Head-on-Top Never Lies EMNLP 2025
A Causal Lens for Evaluating Faithfulness Metrics EMNLP 2025