conftrace_

document clustering

66 papers

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Co-occurring keywords

unsupervised learning (3264) topic modeling (461) representation learning (6206) topic model (290) text clustering (79) large language model (13587) information retrieval (1514) document classification (202) hierarchical clustering (232) text summarization (896)

Papers

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