Interpretability

DelucionQA: Detecting Hallucinations in Domain-specific Question Answering EMNLP 2023 Delving into Evaluation Metrics for Generation: A Thorough Assessment of How Metrics Generalize to Rephrasing Across Languages AACL 2023 DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023 Describing the phonetics in the underlying speech attributes for deep and interpretable speaker recognition Interspeech 2023 DetAIL: A Tool to Automatically Detect and Analyze Drift in Language AAAI 2023 Detecting and Grounding Multi-Modal Media Manipulation CVPR 2023 Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023 Detecting Out-of-distribution Data through In-distribution Class Prior ICML 2023 Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns CVPR 2023 DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023 Devil Is in the Queries: Advancing Mask Transformers for Real-World Medical Image Segmentation and Out-of-Distribution Localization CVPR 2023 Diagnosing and Rectifying Vision Models using Language ICLR 2023 Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction ACL 2023 Did You Mean...? Confidence-based Trade-offs in Semantic Parsing EMNLP 2023 Diffeomorphic Image Registration With Neural Velocity Field WACV 2023 DiffusioNeRF: Regularizing Neural Radiance Fields With Denoising Diffusion Models CVPR 2023 Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing ICML 2023 DIP: Dead code Insertion based Black-box Attack for Programming Language Model ACL 2023 Discourse Structures Guided Fine-grained Propaganda Identification EMNLP 2023 Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023 Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023 Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions NeurIPS 2023 Discovering Latent Knowledge in Language Models Without Supervision ICLR 2023 Discovering Salient Neurons in deep NLP models JMLR 2023 Discovering Universal Geometry in Embeddings with ICA EMNLP 2023