Interpretability

A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models ACL 2023 ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ACL 2023 Accountability Layers: Explaining Complex System Failures by Parts AAAI 2023 A Close Look into the Calibration of Pre-trained Language Models ACL 2023 A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias ICLR 2023 A Closer Look at the Intervention Procedure of Concept Bottleneck Models ICML 2023 A Comparative Study of Ranking Formulas Based on Consistency IJCAI 2023 A Comparative Study on Textual Saliency of Styles from Eye Tracking, Annotations, and Language Models CoNLL 2023 A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023 A corpus of metaphors as register markers EACL 2023 Acoustic cues to stress perception in Spanish – a mismatch negativity study Interspeech 2023 Actionable Neural Representations: Grid Cells from Minimal Constraints ICLR 2023 Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models SemEval 2023 Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in Out-of-Distribution Scenarios ICCV 2023 Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data ICLR 2023 Adaptive Testing of Computer Vision Models ICCV 2023 Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations NeurIPS 2023 A Dataset for Explainable Sentiment Analysis in the German Automotive Industry ACL 2023 A Differential Geometric View and Explainability of GNN on Evolving Graphs ICLR 2023 Adjective Scale Probe: Can Language Models Encode Formal Semantics Information? AAAI 2023 Advancing Post-Hoc Case-Based Explanation with Feature Highlighting IJCAI 2023 Adversarial Counterfactual Visual Explanations CVPR 2023 Adversarial Normalization: I Can Visualize Everything (ICE) CVPR 2023 Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions EMNLP 2023 Adversarial robustness of VAEs through the lens of local geometry AISTATS 2023