Data Mining

A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data NeurIPS 2024 A Fine-grained citation graph for biomedical academic papers: the finding-citation graph ACL 2024 Analysis of Annotator Demographics in Sexism Detection ACL 2024 A new machine-actionable corpus for ancient text restoration ACL 2024 Anomaly Subgraph Detection through High-Order Sampling Contrastive Learning IJCAI 2024 A non-backtracking method for long matrix and tensor completion COLT 2024 A Pairwise Pseudo-likelihood Approach for Matrix Completion with Informative Missingness NeurIPS 2024 A tensor factorization model of multilayer network interdependence JMLR 2024 Benchmark Data Repositories for Better Benchmarking NeurIPS 2024 Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm NeurIPS 2024 Big-Five Backstage: A Dramatic Dataset for Characters Personality Traits & Gender Analysis COLING 2024 Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian COLING 2024 CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis COLING 2024 ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NeurIPS 2024 CoANZSE Audio: Creation of an Online Corpus for Linguistic and Phonetic Analysis of Australian and New Zealand Englishes COLING 2024 Community detection in the hypergraph stochastic block model and reconstruction on hypertrees COLT 2024 Contrastive dimension reduction: when and how? NeurIPS 2024 Creating a Typology of Places to Annotate Holocaust Testimonies Through Machine Learning COLING 2024 Croissant: A Metadata Format for ML-Ready Datasets NeurIPS 2024 DANCE: Dual-View Distribution Alignment for Dataset Condensation IJCAI 2024 Dates and places as points of attachment for memorial contents in the ISW corpus: 1938 as a turning point COLING 2024 DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024 Delegation-Relegation for Boolean Matrix Factorization AAAI 2024 Development of a Benchmark Corpus for Medical Device Adverse Event Detection COLING 2024 Discovering Sequential Patterns with Predictable Inter-event Delays AAAI 2024