Latest Research in Computation and Language

25 research papers · 2026 median publication year

Top Research Topics in Computation and Language

Highest-Cited Papers

  1. HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?
  2. The Collapse Engine Equation
  3. Unsupervised Multidomain Approaches to Named Entity Recognition with Small Datasets
  4. OntoTKGE: Ontology-Enhanced Temporal Knowledge Graph Extrapolation
  5. TEngineDB-V: An OLAP-Native Vector Search System for Large-$k$ Workloads at Tencent
  6. DE-NER : Zero-shot Named Entity Recognition via Dialogue Elicitation of Large Language Models
  7. Fully Inductive Cardinality Estimation
  8. Global-Attn-GateNER: unified entity recognition based on global attention and dynamic gated fusion
  9. Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case
  10. A Unified MRC Framework for Named Entity Recognition
  11. IRIS: Reusable Identity Representations from Frozen LLMs for Entity Alignment
  12. Beyond Scale and Generation: Understanding Language Model-based Entity Matching
  13. PAP_NER: A large-scale vietnamese administrative named entity recognition corpus and hybrid deep learning architecture
  14. BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi
  15. FSE: Continual Learning for Named Entity Recognition by Fast-Slow Experts
  16. MA-DAR: Manifold-Aligned Dynamic Adaptive Routing for Continual Temporal Knowledge Graph Reasoning
  17. What Matters When Building Universal Multilingual Named Entity Recognition Models?
  18. IDSTune: A Multi-Agent Collaborative Framework for Integrated Database System Tuning
  19. LIGHT: A Learned Join Order Selection Network Using Dynamic Graph Attention Mechanism
  20. Computing the Skyline Query over a k2-tree compact data structure
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2026 AUG Q1

Computation and Language

25 papers

Top Topics (10)

Computation and Language9
Databases5
Topic Modeling4
Philosophy and History of Science1
Artificial Intelligence1
Machine Learning1
Advanced Database Systems and Queries1
Data Management and Algorithms1
Instrumentation and Methods for Astrophysics1
Data Quality and Management1

Top Publications (20)

1.HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?2.The Collapse Engine Equation3.Unsupervised Multidomain Approaches to Named Entity Recognition with Small Datasets4.OntoTKGE: Ontology-Enhanced Temporal Knowledge Graph Extrapolation5.TEngineDB-V: An OLAP-Native Vector Search System for Large-$k$ Workloads at Tencent6.DE-NER : Zero-shot Named Entity Recognition via Dialogue Elicitation of Large Language Models7.Fully Inductive Cardinality Estimation8.Global-Attn-GateNER: unified entity recognition based on global attention and dynamic gated fusion9.Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case10.A Unified MRC Framework for Named Entity Recognition11.IRIS: Reusable Identity Representations from Frozen LLMs for Entity Alignment12.Beyond Scale and Generation: Understanding Language Model-based Entity Matching13.PAP_NER: A large-scale vietnamese administrative named entity recognition corpus and hybrid deep learning architecture14.BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi15.FSE: Continual Learning for Named Entity Recognition by Fast-Slow Experts16.MA-DAR: Manifold-Aligned Dynamic Adaptive Routing for Continual Temporal Knowledge Graph Reasoning17.What Matters When Building Universal Multilingual Named Entity Recognition Models?18.IDSTune: A Multi-Agent Collaborative Framework for Integrated Database System Tuning19.LIGHT: A Learned Join Order Selection Network Using Dynamic Graph Attention Mechanism20.Computing the Skyline Query over a k2-tree compact data structure
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