Latest Research in Query Execution Engines

176 research papers · 2026 median publication year

Top Research Topics in Query Execution Engines

Highest-Cited Papers

  1. ENTLORE: A Graph-Grounded Benchmark for Latent Organizational Reasoning in Enterprise Question Answering
  2. MembraneBERT: a domain-tailored NLP model for membrane-based gas separation data extraction
  3. SemPlan: Benchmarking Structured Semantic Planning for LLM-Based Queries over Enterprise Data
  4. SemPlan: Benchmarking Structured Semantic Planning for LLM-Based Queries over Enterprise Data
  5. Guided Table Retrieval for Structured Data Search
  6. DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation
  7. TLSQL: Table Learning Structured Query Language
  8. ArtiFact: A Large-Scale Multi-Modal Cultural Heritage Dataset
  9. An Extended Tutorial and Vocabulary for Relational Language Design in an Era of AI-Assisted Query Generation
  10. Curate Before You Connect: Identity and Ontology Tagging in a Production Knowledge Graph
  11. FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents
  12. Time to Move on: Querying without Nulls and Bags
  13. Property Graph Techniques in Relational Databases
  14. "Will This Data Break My Task?" - Interactive Synthesis of Task-Aware Data Unit Tests
  15. EXTRACTED METHOD: enclosure_geometry_survey — E8 Intelligence Research
  16. Human-Level Text-to-SQL via Reinforcement Learning on Verified Data, Without Pipeline Engineering
  17. Business Truth, not SQL Accuracy: A Rule-Gated 7B Analytics Agent Outperforms a Direct-Prompted 32B Baseline
  18. JSON Schema Inclusion through Refutational Normalization: Reconciling Efficiency and Completeness
  19. SafeQL: Search-based Refinement for Safe and Efficient LLM-based Text-to-SQL
  20. MDB-Link: Hierarchical Schema Linking for Multi-Database Text-to-SQL

Sub-Regions

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
L2 Region
2026 AUG Q2

Query Execution Engines

176 papers

Top Topics (10)

Databases58
Artificial Intelligence23
Computation and Language19
Semantic Web and Ontologies5
Natural Language Processing Techniques5
Information Retrieval4
Scientific Computing and Data Management4
Logic in Computer Science4
Advanced Graph Neural Networks3
Research Data Management Practices3

Top Publications (20)

1.ENTLORE: A Graph-Grounded Benchmark for Latent Organizational Reasoning in Enterprise Question Answering2.MembraneBERT: a domain-tailored NLP model for membrane-based gas separation data extraction3.SemPlan: Benchmarking Structured Semantic Planning for LLM-Based Queries over Enterprise Data4.SemPlan: Benchmarking Structured Semantic Planning for LLM-Based Queries over Enterprise Data5.Guided Table Retrieval for Structured Data Search6.DexterSQL: Deep Schema Exploration and Rule-based Correction for Text-to-SQL Generation7.TLSQL: Table Learning Structured Query Language8.ArtiFact: A Large-Scale Multi-Modal Cultural Heritage Dataset9.An Extended Tutorial and Vocabulary for Relational Language Design in an Era of AI-Assisted Query Generation10.Curate Before You Connect: Identity and Ontology Tagging in a Production Knowledge Graph11.FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents12.Time to Move on: Querying without Nulls and Bags13.Property Graph Techniques in Relational Databases14."Will This Data Break My Task?" - Interactive Synthesis of Task-Aware Data Unit Tests15.EXTRACTED METHOD: enclosure_geometry_survey — E8 Intelligence Research16.Human-Level Text-to-SQL via Reinforcement Learning on Verified Data, Without Pipeline Engineering17.Business Truth, not SQL Accuracy: A Rule-Gated 7B Analytics Agent Outperforms a Direct-Prompted 32B Baseline18.JSON Schema Inclusion through Refutational Normalization: Reconciling Efficiency and Completeness19.SafeQL: Search-based Refinement for Safe and Efficient LLM-based Text-to-SQL20.MDB-Link: Hierarchical Schema Linking for Multi-Database Text-to-SQL

Sub-Regions (6)

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.