Data Mining

Efficient GPU-Centric Evolving Graph Processing at Scale OSDI 2026 Empowering Tabular Data Preparation with Language Models: Why and How? ACL 2026 How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP ACL 2026 Large Average Subtensor Problem: Ground-State, Algorithms, and Algorithmic Barriers ALT 2026 Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ACL 2026 Pluto: High-Performance, Memory-Efficient Distributed Graph Analytics through Advanced Mirroring OSDI 2026 TRACE: A Corpus of Team Creative Discussions ACL 2026 Two-way Node Popularity Model for Directed and Bipartite Networks JMLR 2026 Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction ACL 2026 A cultural shift in Western perceptions of Palestine COLING 2025 A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems IJCAI 2025 A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections UAI 2025 A Position Paper on the Automatic Generation of Machine Learning Leaderboards EMNLP 2025 Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025 A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs NAACL 2025 Bidirectional Topic Matching: Quantifying Thematic Intersections Between Climate Change and Climate Mitigation News Corpora Through Topic Modelling ACL 2025 Cognitive Geographies of Catastrophe Narratives: Georeferenced Interview Transcriptions as Language Resource for Models of Forced Displacement COLING 2025 Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025 Counting Graphlets of Size k under Local Differential Privacy AISTATS 2025 DeepSN: A Sheaf Neural Framework for Influence Maximization AAAI 2025 Dimension Reduction with Locally Adjusted Graphs AAAI 2025 Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025 Explainable Dynamic Graph Neural Networks for Predictive Maintenance in Vehicle Chassis Systems ACML 2025 FairDen: Fair Density-Based Clustering ICLR 2025 Fast and Synchronous Crash Consistency with Metadata Write-Once File System OSDI 2025