Latest Research in Computation and Language

Top Research Topics in Computation and Language

• Computation and Language — 13 papers
• Databases — 6 papers
• Artificial Intelligence — 5 papers
• Topic Modeling — 4 papers
• Machine Learning — 2 papers
• Computer Vision and Pattern Recognition — 2 papers
• Data Mining Algorithms and Applications — 1 papers
• Information Retrieval — 1 papers
• Explainable Artificial Intelligence (XAI) — 1 papers
• Advanced Database Systems and Queries — 1 papers

Highest-Cited Papers

1. Glyce: Glyph-vectors for Chinese Character Representations
2. Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case
3. IRIS: Reusable Identity Representations from Frozen LLMs for Entity Alignment
4. CONSISTRE: A Unified Consistency-Aware Framework for Document-Level Relation Extraction with Large Language Models
5. PAP_NER: A large-scale vietnamese administrative named entity recognition corpus and hybrid deep learning architecture
6. ScalableRAG: High-Quality RAG at Zero Ingestion Cost
7. TEmBed-T: A Multi-Dimensional Benchmark for Table-Level Embeddings
8. BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi
9. IDSTune: A Multi-Agent Collaborative Framework for Integrated Database System Tuning
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. LIGHT: A Learned Join Order Selection Network Using Dynamic Graph Attention Mechanism
17. HRE-LSC: A Hyper-Relational Data Enhancement Framework for Long Tail Distribution and Structural Consistency
18. Solder Alloys Data Mining for Materials Research
19. From Blind Search to Memory-Aware Evolution: Efficient DBMS Tuning via Collaborative Diagnosis and Utility-Aware Retrieval
20. Schema-Constrained Document-Level Event Argument Extraction with Lightweight LLM Fine-Tuning