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Clustering

3615 directly classified papers

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Papers

TaxoAlign: Scholarly Taxonomy Generation Using Language Models EMNLP 2025
Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025
Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text EMNLP 2025
Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025
Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models EMNLP 2025
Improving Multilingual Sign Language Translation with Automatically Clustered Language Family Information COLING 2025
The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots COLING 2025
A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025
Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction CVPR 2025
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices COLING 2025
EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering CVPR 2025
Enhanced then Progressive Fusion with View Graph for Multi-View Clustering CVPR 2025
PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models CVPR 2025
Transformer-based Causal Language Models Perform Clustering NAACL 2025
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations EMNLP 2025
Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering CVPR 2025
Reliability of Topic Modeling NAACL 2025
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025
AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering CVPR 2025
Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand COLING 2025
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025