Methods

Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations AISTATS 2023 Weibull Racing Survival Analysis with Competing Events, Left Truncation, and Time-Varying Covariates JMLR 2023 When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset ACL 2023 When it Rains, it Pours: Modeling Media Storms and the News Ecosystem EMNLP 2023 Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models NeurIPS 2023 WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction NeurIPS 2023 WITRAN: Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecasting NeurIPS 2023 WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NeurIPS 2023 Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023 Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning AAAI 2022 Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference AAAI 2022 A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022 Adaptive Conformal Predictions for Time Series ICML 2022 A deep convolutional neural network that is invariant to time rescaling ICML 2022 A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation Interspeech 2022 Aligned Multi-Task Gaussian Process AISTATS 2022 A Model for the Prediction of Lifetime Profit Estimate of Dairy Cattle (Student Abstract) AAAI 2022 Analysis of praising skills focusing on utterance contents Interspeech 2022 An Empirical Study of Topic Transition in Dialogue COLING 2022 An Empirical Study on Topic Preservation in Multi-Document Summarization AACL 2022 An Enhanced Human Activity Recognition Algorithm with Positional Attention ACML 2022 AnomalyKiTS: Anomaly Detection Toolkit for Time Series AAAI 2022 Anytime Information Cascade Popularity Prediction via Self-Exciting Processes ICML 2022 Anytime-Valid Inference For Multinomial Count Data NeurIPS 2022 A Progressive Framework for Role-Aware Rumor Resolution COLING 2022