text clustering

Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025 Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering EMNLP 2025 Computational Analysis of Character Development in Holocaust Testimonies EMNLP 2025 Controllable Clustering with LLM-driven Embeddings EMNLP 2025 DiNaM: Disinformation Narrative Mining with Large Language Models EMNLP 2025 HICode: Hierarchical Inductive Coding with LLMs EMNLP 2025 Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025 Identifying Aspects in Peer Reviews EMNLP 2025 Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025 TaxoAlign: Scholarly Taxonomy Generation Using Language Models EMNLP 2025 Text is All You Need: LLM-enhanced Incremental Social Event Detection ACL 2025 Towards a More Generalized Approach in Open Relation Extraction ACL 2025 ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models ACL 2025 A diverse Multilingual News Headlines Dataset from around the World NAACL 2024 A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024 Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ACL 2024 Exploring Argument Mining and Bayesian Networks for Assessing Topics for City Project Proposals PGM 2024 HS-GC: Holistic Semantic Embedding and Global Contrast for Effective Text Clustering COLING 2024 Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling COLING 2024 Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024 Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling COLING 2024 Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training EMNLP 2024 LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024 More Discriminative Sentence Embeddings via Semantic Graph Smoothing EACL 2024 STSPL-SSC: Semi-Supervised Few-Shot Short Text Clustering with Semantic text similarity Optimized Pseudo-Labels ACL 2024