Latest Research in Topic Modeling

Top Research Topics in Topic Modeling

• Computation and Language — 7 papers
• Artificial Intelligence — 5 papers
• Topic Modeling — 4 papers
• Machine Learning — 4 papers
• Computer Vision and Pattern Recognition — 2 papers
• Databases — 2 papers
• Data Mining Algorithms and Applications — 1 papers
• Information Retrieval — 1 papers
• Explainable Artificial Intelligence (XAI) — 1 papers
• Machine Learning in Materials Science — 1 papers

Highest-Cited Papers

1. The ArchiveGene Corpus: A Synthetic Multi-Layer Benchmark for Genealogical Information Extraction from Uzbek Historical Archival Texts
2. UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction
3. CountTRuCoLa: Rule Learning for Interpretable Temporal Knowledge Graph Forecasting
4. Panning for Gold: Expanding Domain-Specific Knowledge Graphs with General Knowledge
5. Knowledge Restoration-driven Prompt Optimization: Unlocking LLM Potential for Open-Domain Relational Triplet Extraction
6. PIE-APT: A Unified Framework for Temporal Planning and Contradiction Hunting via Incremental Direct-Derivation Abduction
7. Glyce: Glyph-vectors for Chinese Character Representations
8. CONSISTRE: A Unified Consistency-Aware Framework for Document-Level Relation Extraction with Large Language Models
9. TEmBed-T: A Multi-Dimensional Benchmark for Table-Level Embeddings
10. On Discovering Discriminative Itemsets Based on Detecting Frequent Itemsets in Succession
11. Entities as Retrieval Signals: A Systematic Study of Coverage, Supervision, and Evaluation in Entity-Oriented Ranking
12. PINE: Extracting Correlated Token Pairs for Explainable Entity Matching
13. Lightweight Person-Place Relation Extraction from Historical Newspapers with Dependency Graphs and Proximity Features
14. Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models
15. Visual Information Extraction from Documents via Classification-Guided Large Vision-Language Models
16. HRE-LSC: A Hyper-Relational Data Enhancement Framework for Long Tail Distribution and Structural Consistency
17. Solder Alloys Data Mining for Materials Research
18. From Blind Search to Memory-Aware Evolution: Efficient DBMS Tuning via Collaborative Diagnosis and Utility-Aware Retrieval
19. Schema-Constrained Document-Level Event Argument Extraction with Lightweight LLM Fine-Tuning
20. Event-Conditioned Causal Extraction in Saudi Dialect: A Comparative Study of Dialect-Trained BERTs and LLM Prompting