Latest Research in Computation and Language

21 research papers · 2026 median publication year

Top Research Topics in Computation and Language

Highest-Cited Papers

  1. MembraneBERT: a domain-tailored NLP model for membrane-based gas separation data extraction
  2. Sequence Labeling in Urdu Social Media Texts: Data Annotation and Transformer-Based Deep Learning Models
  3. Probabilistic Circuits for Knowledge Graph Completion with Reduced Rule Sets
  4. High-Utility Pattern Mining via Improved Pruning Strategy and New Thresholding Strategy
  5. The ArchiveGene Corpus: A Synthetic Multi-Layer Benchmark for Genealogical Information Extraction from Uzbek Historical Archival Texts
  6. GPTKB 2.0: Direct Construction of Disambiguated Knowledge Bases from Large Language Models
  7. Panning for Gold: Expanding Domain-Specific Knowledge Graphs with General Knowledge
  8. Knowledge Restoration-driven Prompt Optimization: Unlocking LLM Potential for Open-Domain Relational Triplet Extraction
  9. PIE-APT: A Unified Framework for Temporal Planning and Contradiction Hunting via Incremental Direct-Derivation Abduction
  10. Glyce: Glyph-vectors for Chinese Character Representations
  11. CONSISTRE: A Unified Consistency-Aware Framework for Document-Level Relation Extraction with Large Language Models
  12. Entities as Retrieval Signals: A Systematic Study of Coverage, Supervision, and Evaluation in Entity-Oriented Ranking
  13. PINE: Extracting Correlated Token Pairs for Explainable Entity Matching
  14. Lightweight Person-Place Relation Extraction from Historical Newspapers with Dependency Graphs and Proximity Features
  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. Schema-Constrained Document-Level Event Argument Extraction with Lightweight LLM Fine-Tuning
  19. Event-Conditioned Causal Extraction in Saudi Dialect: A Comparative Study of Dialect-Trained BERTs and LLM Prompting
  20. SAGA: Schema-Aware Grounding for Agentic Text-to-SPARQL Generation
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2026 AUG Q2

Computation and Language

21 papers

Top Topics (9)

Computation and Language6
Artificial Intelligence5
Topic Modeling4
Membrane Separation and Gas Transport1
Data Mining Algorithms and Applications1
Information Retrieval1
Explainable Artificial Intelligence (XAI)1
Computer Vision and Pattern Recognition1
Machine Learning in Materials Science1

Top Publications (20)

1.MembraneBERT: a domain-tailored NLP model for membrane-based gas separation data extraction2.Sequence Labeling in Urdu Social Media Texts: Data Annotation and Transformer-Based Deep Learning Models3.Probabilistic Circuits for Knowledge Graph Completion with Reduced Rule Sets4.High-Utility Pattern Mining via Improved Pruning Strategy and New Thresholding Strategy5.The ArchiveGene Corpus: A Synthetic Multi-Layer Benchmark for Genealogical Information Extraction from Uzbek Historical Archival Texts6.GPTKB 2.0: Direct Construction of Disambiguated Knowledge Bases from Large Language Models7.Panning for Gold: Expanding Domain-Specific Knowledge Graphs with General Knowledge8.Knowledge Restoration-driven Prompt Optimization: Unlocking LLM Potential for Open-Domain Relational Triplet Extraction9.PIE-APT: A Unified Framework for Temporal Planning and Contradiction Hunting via Incremental Direct-Derivation Abduction10.Glyce: Glyph-vectors for Chinese Character Representations11.CONSISTRE: A Unified Consistency-Aware Framework for Document-Level Relation Extraction with Large Language Models12.Entities as Retrieval Signals: A Systematic Study of Coverage, Supervision, and Evaluation in Entity-Oriented Ranking13.PINE: Extracting Correlated Token Pairs for Explainable Entity Matching14.Lightweight Person-Place Relation Extraction from Historical Newspapers with Dependency Graphs and Proximity Features15.Visual Information Extraction from Documents via Classification-Guided Large Vision-Language Models16.HRE-LSC: A Hyper-Relational Data Enhancement Framework for Long Tail Distribution and Structural Consistency17.Solder Alloys Data Mining for Materials Research18.Schema-Constrained Document-Level Event Argument Extraction with Lightweight LLM Fine-Tuning19.Event-Conditioned Causal Extraction in Saudi Dialect: A Comparative Study of Dialect-Trained BERTs and LLM Prompting20.SAGA: Schema-Aware Grounding for Agentic Text-to-SPARQL Generation
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