Data Science & Analytics

Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods IJCAI 2024 SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis NeurIPS 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Sum-of-norms clustering does not separate nearby balls JMLR 2024 SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering AAAI 2024 Surrogate Active Subspaces for Jump-Discontinuous Functions AISTATS 2024 Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse EACL 2024 SVD-AE: Simple Autoencoders for Collaborative Filtering IJCAI 2024 SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024 Tab2Text - A framework for deep learning with tabular data EMNLP 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024 Taming the Long Tail in Human Mobility Prediction NeurIPS 2024 TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation AAAI 2024 Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024 Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024 Temporally and Distributionally Robust Optimization for Cold-Start Recommendation AAAI 2024 Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NeurIPS 2024 TextBI: An Interactive Dashboard for Visualizing Multidimensional NLP Annotations in Social Media Data EACL 2024 Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024 The Automated Verification of Textual Claims (AVeriTeC) Shared Task EMNLP 2024 The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change EACL 2024 The Emotion Dynamics of Literary Novels ACL 2024 The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024 The Impact of Digital Editing on the Study of Holocaust Survivors’ Testimonies in the context of Voci dall’Inferno Project COLING 2024 The Merit of River Network Topology for Neural Flood Forecasting ICML 2024