{"total":38,"rows":[{"id":"2510.23587","title":"A Survey of Data Agents: Emerging Paradigm or Overstated Hype?","created":"2025-10-27","cited_by_count":30,"area":"agents"},{"id":"2604.11978","title":"The Long-Horizon Task Mirage? Diagnosing Where and Why Agentic Systems Break","created":"2026-04-13","cited_by_count":25,"area":"agents"},{"id":"2502.05036","title":"nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow","created":"2025-02-07","cited_by_count":23,"area":"agents"},{"id":"2408.07930","title":"MAG-SQL: Multi-Agent Generative Approach with Soft Schema Linking and Iterative Sub-SQL Refinement for Text-to-SQL","created":"2024-08-15","cited_by_count":22,"area":"agents"},{"id":"2506.15253","title":"RAS-Eval: A Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments","created":"2025-06-18","cited_by_count":17,"area":"agents"},{"id":"2507.14201","title":"ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation","created":"2025-07-14","cited_by_count":15,"area":"agents"},{"id":"2511.01008","title":"MARS-SQL: A multi-agent reinforcement learning framework for Text-to-SQL","created":"2025-11-02","cited_by_count":15,"area":"agents"},{"id":"2410.15168","title":"An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making","created":"2024-10-19","cited_by_count":14,"area":"agents"},{"id":"2509.24405","title":"Multilingual Text-to-SQL: Benchmarking the Limits of Language Models with Collaborative Language Agents","created":"2025-09-29","cited_by_count":8,"area":"agents"},{"id":"2602.16720","title":"APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL","created":"2026-02-11","cited_by_count":8,"area":"agents"},{"id":"2509.00581","title":"SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction","created":"2025-08-30","cited_by_count":6,"area":"agents"},{"id":"2602.05447","title":"Structured Context Engineering for File-Native Agentic Systems: Evaluating Schema Accuracy, Format Effectiveness, and Multi-File Navigation at Scale","created":"2026-02-05","cited_by_count":5,"area":"agents"},{"id":"2408.16991","title":"Tool-Assisted Agent on SQL Inspection and Refinement in Real-World Scenarios","created":"2024-08-30","cited_by_count":4,"area":"agents"},{"id":"2508.17590","title":"RubikSQL: Lifelong Learning Agentic Knowledge Base as an Industrial NL2SQL System","created":"2025-08-25","cited_by_count":4,"area":"agents"},{"id":"2509.01312","title":"TableZoomer: A Collaborative Agent Framework for Large-scale Table Question Answering","created":"2025-09-01","cited_by_count":3,"area":"agents"},{"id":"2607.08010","title":"Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems","created":"2026-07-09","cited_by_count":3,"area":"agents"},{"id":"2412.05850","title":"Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents","created":"2024-12-08","cited_by_count":2,"area":"agents"},{"id":"2510.21045","title":"From Questions to Queries: An AI-powered Multi-Agent Framework for Spatial Text-to-SQL","created":"2025-10-23","cited_by_count":2,"area":"agents"},{"id":"2605.19010","title":"AgentNLQ: A General-Purpose Agent for Natural Language to SQL","created":"2026-05-18","cited_by_count":2,"area":"agents"},{"id":"2607.06157","title":"LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability","created":"2026-07-07","cited_by_count":2,"area":"agents"},{"id":"2609.15779","title":"EvoOntology: A Self-Evolving Ontology Layer for Data Agents","created":"2026-09-14","cited_by_count":2,"area":"agents"},{"id":"2505.00989","title":"VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language","created":"2025-05-02","cited_by_count":1,"area":"agents"},{"id":"2508.21304","title":"ORCA: ORchestrating Causal Agent","created":"2025-08-29","cited_by_count":1,"area":"agents"},{"id":"2509.12612","title":"GBV-SQL: Guided Generation and SQL2Text Back-Translation Validation for Multi-Agent Text2SQL","created":"2025-09-16","cited_by_count":1,"area":"agents"},{"id":"2509.20900","title":"Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization","created":"2025-09-25","cited_by_count":1,"area":"agents"},{"id":"2603.03589","title":"stratum: A System Infrastructure for Massive Agent-Centric ML Workloads","created":"2026-03-03","cited_by_count":1,"area":"agents"},{"id":"2604.22934","title":"PExA: Parallel Exploration Agent for Complex Text-to-SQL","created":"2026-04-24","cited_by_count":1,"area":"agents"},{"id":"2608.15389","title":"Agentic-SQL Revisited: Autonomy-Based Taxonomy and Empirical Benchmark Analysis for LLM Text-to-SQL","created":"2026-08-15","cited_by_count":1,"area":"agents"},{"id":"2505.22698","title":"Design and testing of an agent chatbot supporting decision making with public transport data","created":"2025-05-28","cited_by_count":0,"area":"agents"},{"id":"2511.04153","title":"BAPPA: Benchmarking Agents, Plans, and Pipelines for Automated Text-to-SQL Generation","created":"2025-11-06","cited_by_count":0,"area":"agents"},{"id":"2603.10133","title":"Agentic Control Center for Data Product Optimization","created":"2026-03-10","cited_by_count":0,"area":"agents"},{"id":"2603.18018","title":"An Agentic System for Schema Aware NL2SQL Generation","created":"2026-02-25","cited_by_count":0,"area":"agents"},{"id":"2604.09470","title":"Agentic Jackal: Live Execution and Semantic Value Grounding for Text-to-JQL","created":"2026-04-10","cited_by_count":0,"area":"agents"},{"id":"2606.19319","title":"Data Intelligence Agents: Interpreting, Modeling, and Querying Enterprise Data via Autonomous Coding Agents","created":"2026-06-17","cited_by_count":0,"area":"agents"},{"id":"2607.25042","title":"SAFAARI: Schema-Aware Framework for Accelerated Advertiser Response Intelligence","created":"2026-07-27","cited_by_count":0,"area":"agents"},{"id":"2609.04641","title":"A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark","created":"2026-09-04","cited_by_count":0,"area":"agents"},{"id":"2610.02739","title":"Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL","created":"2026-10-02","cited_by_count":0,"area":"agents"},{"id":"2610.18157","title":"Fan Out or Relay? Ownership-Aware Routing for LLM Agents Querying Siloed Tables","created":"2026-10-13","cited_by_count":0,"area":"agents"}],"next_cursor":null}