Data Science & Analytics

Principal Parts Detection for Computational Morphology: Task, Models and Benchmark CoNLL 2025 Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting ICML 2025 Proactive Data-driven Scheduling of Business Processes IJCAI 2025 Probabilistic Forecasting of Irregularly Sampled Time Series with Missing Values via Conditional Normalizing Flows AAAI 2025 Probabilistic Semantics Guided Discovery of Approximate Functional Dependencies UAI 2025 ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation ICML 2025 PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering ICML 2025 Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025 ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering ACL 2025 Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction AAAI 2025 PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025 PVP: An Image Dataset for Personalized Visual Persuasion with Persuasion Strategies, Viewer Characteristics, and Persuasiveness Ratings ACL 2025 PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025 QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025 Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025 Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models ICML 2025 Quantile Additive Trend Filtering AISTATS 2025 QuantileFormer: Probabilistic Time Series Forecasting with a Pattern-Mixture Decomposed VAE Transformer IJCAI 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025 Question-guided Insights Generation for Automated Exploratory Data Analysis AAAI 2025 QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval ICML 2025 RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection AAAI 2025 RaDeR: Reasoning-aware Dense Retrieval Models EMNLP 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025