document clustering

Constructing Superior Representations Beyond the Original Documents via a Contrastive Gaussian Fusion Network for Clustering AAAI 2026 Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025 D2CS - Documents Graph Clustering using LLM supervision EMNLP 2025 Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ACL 2025 fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025 Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025 Information-Theoretic Generative Clustering of Documents AAAI 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering ACL 2025 Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling EMNLP 2025 Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025 CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration EMNLP 2024 Clustering Document Parts: Detecting and Characterizing Influence Campaigns from Documents NAACL 2024 DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation NAACL 2024 Improving Multi-view Document Clustering: Leveraging Multi-structure Processor and Hybrid Ensemble Clustering Module COLING 2024 Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024 Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling COLING 2024 Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction ACL 2024 TacoERE: Cluster-aware Compression for Event Relation Extraction COLING 2024 Topic Taxonomy Construction from ESG Reports COLING 2024 Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words ACL 2023 Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval EMNLP 2023 HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model ACL 2023 Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries EMNLP 2023 MICO: Selective Search with Mutual Information Co-training COLING 2022