Methods

Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023 A dynamic model of lexical experience for tracking of oral reading fluency ACL 2023 AirFormer: Predicting Nationwide Air Quality in China with Transformers AAAI 2023 Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study EMNLP 2023 AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023 A New Modeling Framework for Continuous, Sequential Domains AISTATS 2023 An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks AAAI 2023 An Outlier Analysis of Vowel Formants from a Corpus Phonetics Pipeline Interspeech 2023 AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series AAAI 2023 Are Transformers Effective for Time Series Forecasting? AAAI 2023 Arya: Arbitrary Graph Pattern Mining with Decomposition-based Sampling NSDI 2023 A Survey of Federated Evaluation in Federated Learning IJCAI 2023 Automatic Dialog Flow Extraction and Guidance EACL 2023 Automatic Integration for Spatiotemporal Neural Point Processes NeurIPS 2023 BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis NeurIPS 2023 Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability NeurIPS 2023 Bayesian online change point detection with Hilbert space approximate Student-t process ICML 2023 BioMassters: A Benchmark Dataset for Forest Biomass Estimation using Multi-modal Satellite Time-series NeurIPS 2023 Causal Discovery in Semi-Stationary Time Series NeurIPS 2023 Change point detection and inference in multivariate non-parametric models under mixing conditions NeurIPS 2023 CKS: A Community-Based K-shell Decomposition Approach Using Community Bridge Nodes for Influence Maximization (Student Abstract) AAAI 2023 CodeAnno: Extending WebAnno with Hierarchical Document Level Annotation and Automation EACL 2023 Coherent Probabilistic Forecasting of Temporal Hierarchies AISTATS 2023 Computationally Assisted Quality Control for Public Health Data Streams IJCAI 2023 Conformal PID Control for Time Series Prediction NeurIPS 2023