Interpretability

Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization ICML 2024 Deep Networks Always Grok and Here is Why ICML 2024 Deep Neural Networks via Complex Network Theory: A Perspective IJCAI 2024 Deep Optics for Optomechanical Control Policy Design WACV 2024 Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation NAACL 2024 Defining and extracting generalizable interaction primitives from DNNs ICLR 2024 Defining an Ontology for Museum Critical Cataloguing Terminology Guidelines COLING 2024 Defining Knowledge: Bridging Epistemology and Large Language Models EMNLP 2024 Delivering Inflated Explanations AAAI 2024 Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024 Delving into Qualitative Implications of Synthetic Data for Hate Speech Detection EMNLP 2024 Demystifying Embedding Spaces using Large Language Models ICLR 2024 Demystifying Verbatim Memorization in Large Language Models EMNLP 2024 Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model NeurIPS 2024 Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer EMNLP 2024 Dense Passage Retrieval: Is it Retrieving? EMNLP 2024 Density Uncertainty Layers for Reliable Uncertainty Estimation AISTATS 2024 Depression Detection via Capsule Networks with Contrastive Learning AAAI 2024 Describe Images in a Boring Way: Towards Cross-Modal Sarcasm Generation WACV 2024 Designing Decision Support Systems using Counterfactual Prediction Sets ICML 2024 Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems NeurIPS 2024 DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NeurIPS 2024 Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights IJCAI 2024 Detecting and Identifying Selection Structure in Sequential Data ICML 2024 Detecting and Understanding Vulnerabilities in Language Models via Mechanistic Interpretability IJCAI 2024