Interpretability

DBCE: A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations WACV 2023 DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability SemEval 2023 DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023 Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models ACL 2023 Debunking Biases in Attention ACL 2023 Deciphering Stereotypes in Pre-Trained Language Models EMNLP 2023 DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 EMNLP 2023 Decoding Layer Saliency in Language Transformers ICML 2023 Decoding the Underlying Meaning of Multimodal Hateful Memes IJCAI 2023 DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering ACL 2023 Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses NeurIPS 2023 Deductive Verification of Chain-of-Thought Reasoning NeurIPS 2023 Deep Deterministic Uncertainty: A New Simple Baseline CVPR 2023 Deep Grey-Box Modeling With Adaptive Data-Driven Models Toward Trustworthy Estimation of Theory-Driven Models AISTATS 2023 Deep Model Compression Also Helps Models Capture Ambiguity ACL 2023 DeePMOS: Deep Posterior Mean-Opinion-Score of Speech Interspeech 2023 Deep Natural Language Feature Learning for Interpretable Prediction EMNLP 2023 DeepPSL: End-to-End Perception and Reasoning IJCAI 2023 Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions IJCAI 2023 Defects of Convolutional Decoder Networks in Frequency Representation ICML 2023 Defending against Insertion-based Textual Backdoor Attacks via Attribution ACL 2023 Defining and Quantifying the Emergence of Sparse Concepts in DNNs CVPR 2023 DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series IJCAI 2023 Deletion and Insertion Tests in Regression Models JMLR 2023 DeltaScore: Fine-Grained Story Evaluation with Perturbations EMNLP 2023