Interpretability

Probing Representations for Document-level Event Extraction EMNLP 2023 Progressive Open Space Expansion for Open-Set Model Attribution CVPR 2023 Progress measures for grokking via mechanistic interpretability ICLR 2023 PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction EMNLP 2023 Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition EMNLP 2023 Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023 ProtoryNet - Interpretable Text Classification Via Prototype Trajectories JMLR 2023 ProtoSeg: Interpretable Semantic Segmentation With Prototypical Parts WACV 2023 ProtoShotXAI: Using Prototypical Few-Shot Architecture for Explainable AI JMLR 2023 Prototype-Based Interpretability for Legal Citation Prediction ACL 2023 Provably Bounding Neural Network Preimages NeurIPS 2023 Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation ACML 2023 Proximity-Informed Calibration for Deep Neural Networks NeurIPS 2023 Pseudointelligence: A Unifying Lens on Language Model Evaluation EMNLP 2023 PsyAttention: Psychological Attention Model for Personality Detection EMNLP 2023 PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023 Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond JMLR 2023 Rather a Nurse than a Physician - Contrastive Explanations under Investigation EMNLP 2023 ReadPrompt: A Readable Prompting Method for Reliable Knowledge Probing EMNLP 2023 RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms EMNLP 2023 Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text AAAI 2023 Re-appraising the Schema Linking for Text-to-SQL ACL 2023 ReasonNet: End-to-End Driving With Temporal and Global Reasoning CVPR 2023 Re-calibrating Feature Attributions for Model Interpretation ICLR 2023 Reconstruction Probing ACL 2023