Latest Research in Topic Modeling
10 research papers · 2026 median publication year
Top Research Topics in Topic Modeling
- Computation and Language — 5 papers
- Topic Modeling — 2 papers
- Databases — 2 papers
- Advanced Graph Neural Networks — 1 papers
Highest-Cited Papers
- Iterative difference-based distance matrix refinement for entity alignment
- Named Entity Recognition (NER) in educational texts using transformer models with X (formerly Twitter)
- HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?
- LELA: an LLM-based Entity Linking Approach with Zero-Shot Domain Adaptation
- Fully Inductive Cardinality Estimation
- Global-Attn-GateNER: unified entity recognition based on global attention and dynamic gated fusion
- A Unified MRC Framework for Named Entity Recognition
- Beyond Scale and Generation: Understanding Language Model-based Entity Matching
- BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi
- What Matters When Building Universal Multilingual Named Entity Recognition Models?