{"total":121,"rows":[{"id":"2407.16741","title":"OpenHands: An Open Platform for AI Software Developers as Generalist Agents","created":"2024-07-23","cited_by_count":1002,"area":"agents"},{"id":"2510.04618","title":"Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models","created":"2025-10-06","cited_by_count":398,"area":"agents"},{"id":"2310.12823","title":"AgentTuning: Enabling Generalized Agent Abilities for LLMs","created":"2023-10-19","cited_by_count":338,"area":"agents"},{"id":"2310.03128","title":"MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use","created":"2023-10-04","cited_by_count":217,"area":"agents"},{"id":"2312.11242","title":"MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL","created":"2023-12-18","cited_by_count":164,"area":"agents"},{"id":"2507.02825","title":"Establishing Best Practices for Building Rigorous Agentic Benchmarks","created":"2025-07-03","cited_by_count":102,"area":"agents"},{"id":"2603.00729","title":"Qwen3-Coder-Next Technical Report","created":"2026-02-28","cited_by_count":71,"area":"agents"},{"id":"2510.04206","title":"AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework","created":"2025-10-05","cited_by_count":62,"area":"agents"},{"id":"2402.06596","title":"Understanding the Weakness of Large Language Model Agents within a Complex Android Environment","created":"2024-02-09","cited_by_count":60,"area":"agents"},{"id":"2510.16872","title":"DeepAnalyze: Agentic Large Language Models for Autonomous Data Science","created":"2025-10-19","cited_by_count":50,"area":"agents"},{"id":"2406.08747","title":"StreamBench: Towards Benchmarking Continuous Improvement of Language Agents","created":"2024-06-13","cited_by_count":47,"area":"agents"},{"id":"2503.12434","title":"A Survey on the Optimization of Large Language Model-based Agents","created":"2025-03-16","cited_by_count":46,"area":"agents"},{"id":"2402.14672","title":"Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments","created":"2024-02-22","cited_by_count":39,"area":"agents"},{"id":"2502.00675","title":"ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration","created":"2025-02-02","cited_by_count":37,"area":"agents"},{"id":"2407.00132","title":"ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents","created":"2024-06-28","cited_by_count":36,"area":"agents"},{"id":"2509.00997","title":"Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First","created":"2025-08-31","cited_by_count":32,"area":"agents"},{"id":"2604.09408","title":"HiL-Bench (Human-in-Loop Benchmark): Do Agents Know When to Ask for Help?","created":"2026-04-10","cited_by_count":27,"area":"agents"},{"id":"2512.04324","title":"DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle","created":"2025-12-03","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":"2511.04847","title":"Test-Time Adaptation for LLM Agents via Environment Interaction","created":"2025-11-06","cited_by_count":20,"area":"agents"},{"id":"2605.20876","title":"Terminal-World: Scaling Terminal-Agent Environments via Agent Skills","created":"2026-05-20","cited_by_count":20,"area":"agents"},{"id":"2402.14320","title":"Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering","created":"2024-02-22","cited_by_count":18,"area":"agents"},{"id":"2403.05307","title":"Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents","created":"2024-03-08","cited_by_count":17,"area":"agents"},{"id":"2504.04808","title":"ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines","created":"2025-04-07","cited_by_count":16,"area":"agents"},{"id":"2509.23988","title":"LLM/Agent-as-Data-Analyst: A Survey","created":"2025-09-28","cited_by_count":16,"area":"agents"},{"id":"2607.08124","title":"TTHE: Test-Time Harness Evolution","created":"2026-07-09","cited_by_count":16,"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":"2601.15709","title":"AgentSM: Semantic Memory for Agentic Text-to-SQL","created":"2026-01-22","cited_by_count":14,"area":"agents"},{"id":"2605.26079","title":"Automated Benchmark Auditing for AI Agents and Large Language Models","created":"2026-05-25","cited_by_count":12,"area":"agents"},{"id":"2406.13408","title":"SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration","created":"2024-06-19","cited_by_count":11,"area":"agents"},{"id":"2509.25084","title":"Scaling Generalist Data-Analytic Agents","created":"2025-09-29","cited_by_count":11,"area":"agents"},{"id":"2606.29955","title":"SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows","created":"2026-06-29","cited_by_count":11,"area":"agents"},{"id":"2404.17977","title":"Advancing Healthcare Automation: Multi-Agent System for Medical Necessity Justification","created":"2024-04-27","cited_by_count":10,"area":"agents"},{"id":"2501.18539","title":"Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method","created":"2025-01-30","cited_by_count":10,"area":"agents"},{"id":"2509.13978","title":"LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology","created":"2025-09-17","cited_by_count":10,"area":"agents"},{"id":"2412.10434","title":"NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language","created":"2024-12-11","cited_by_count":9,"area":"agents"},{"id":"2603.10062","title":"Multi-Agent Memory from a Computer Architecture Perspective: Visions and Challenges Ahead","created":"2026-03-09","cited_by_count":9,"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":"2402.14851","title":"$R^3$: \"This is My SQL, Are You With Me?\" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks","created":"2024-02-20","cited_by_count":7,"area":"agents"},{"id":"2412.18428","title":"Multi-Modal Data Exploration via Language Agents","created":"2024-12-24","cited_by_count":7,"area":"agents"},{"id":"2602.13521","title":"Arming Data Agents with Tribal Knowledge","created":"2026-02-13","cited_by_count":7,"area":"agents"},{"id":"2607.01647","title":"AgenticDataBench: A Comprehensive Benchmark for Data Agents","created":"2026-07-02","cited_by_count":7,"area":"agents"},{"id":"2508.15809","title":"Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration","created":"2025-08-14","cited_by_count":6,"area":"agents"},{"id":"2603.16733","title":"IQuest-Coder-V1 Technical Report","created":"2026-03-17","cited_by_count":6,"area":"agents"},{"id":"2510.04173","title":"Open Agent Specification (Agent Spec): A Unified Representation for AI Agents","created":"2025-10-05","cited_by_count":5,"area":"agents"},{"id":"2602.02039","title":"Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models","created":"2026-02-02","cited_by_count":5,"area":"agents"},{"id":"2602.03219","title":"Beyond Quantity: Trajectory Diversity Scaling for Code Agents","created":"2026-02-03","cited_by_count":5,"area":"agents"},{"id":"2506.11266","title":"Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling","created":"2025-06-12","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":"2510.07309","title":"Agent Bain vs. Agent McKinsey: A New Text-to-SQL Benchmark for the Business Domain","created":"2025-10-08","cited_by_count":4,"area":"agents"},{"id":"2604.00835","title":"Agentic Tool Use in Large Language Models","created":"2026-04-01","cited_by_count":4,"area":"agents"},{"id":"2608.04968","title":"EvolveNet: Collaborative Harness Evolution for Agent Self-Improvement","created":"2026-08-05","cited_by_count":4,"area":"agents"},{"id":"2503.14251","title":"Towards a Barrier-free GeoQA Portal: Natural Language Interaction with Geospatial Data Using Multi-Agent LLMs and Semantic Search","created":"2025-03-18","cited_by_count":3,"area":"agents"},{"id":"2508.15610","title":"Transduction is All You Need for Structured Data Workflows","created":"2025-08-21","cited_by_count":3,"area":"agents"},{"id":"2509.11145","title":"Text2Mem: A Unified Memory Operation Language for Memory Operating System","created":"2025-09-14","cited_by_count":3,"area":"agents"},{"id":"2510.24014","title":"TEXT2DB: Integration-Aware Information Extraction with Large Language Model Agents","created":"2025-10-28","cited_by_count":3,"area":"agents"},{"id":"2603.16161","title":"SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation","created":"2026-03-17","cited_by_count":3,"area":"agents"},{"id":"2603.29399","title":"ELT-Bench-Verified: Benchmark Quality Issues Underestimate AI Agent Capabilities","created":"2026-03-31","cited_by_count":3,"area":"agents"},{"id":"2606.14211","title":"Closing the Reflection Gap: A Free Calibration Bonus for Agentic RL","created":"2026-06-12","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":"2608.00017","title":"Memory Reward Inflation in Self-Improving LLM Agents","created":"2026-06-29","cited_by_count":3,"area":"agents"},{"id":"2609.09853","title":"The Era by Eon Benchmark: A Generated Enterprise Estate with Exact Ground Truth for Benchmarking LLM Agents","created":"2026-09-09","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":"2507.10281","title":"Toward Real-World Table Agents: Capabilities, Workflows, and Design Principles for LLM-based Table Intelligence","created":"2025-07-14","cited_by_count":2,"area":"agents"},{"id":"2510.10661","title":"AGENTIQL: An Agent-Inspired Multi-Expert Framework for Text-to-SQL Generation","created":"2025-10-12","cited_by_count":2,"area":"agents"},{"id":"2603.04241","title":"Agentics 2.0: Logical Transduction Algebra for Agentic Data Workflows","created":"2026-03-04","cited_by_count":2,"area":"agents"},{"id":"2604.04347","title":"RoboPhD: Evolving Diverse Complex Agents Under Tight Evaluation Budgets","created":"2026-04-06","cited_by_count":2,"area":"agents"},{"id":"2606.08661","title":"Data Agents Under Attack: Vulnerabilities in LLM-Driven Analytical Systems","created":"2026-06-07","cited_by_count":2,"area":"agents"},{"id":"2608.03392","title":"Self-Evolving Coding Agents","created":"2026-08-04","cited_by_count":2,"area":"agents"},{"id":"2609.05837","title":"AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories","created":"2026-09-05","cited_by_count":2,"area":"agents"},{"id":"2408.01459","title":"AgentPeerTalk: Empowering Students through Agentic-AI-Driven Discernment of Bullying and Joking in Peer Interactions in Schools","created":"2024-07-27","cited_by_count":1,"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":"2510.14808","title":"Agentic NL2SQL to Reduce Computational Costs","created":"2025-10-16","cited_by_count":1,"area":"agents"},{"id":"2602.21480","title":"Both Ends Count! Just How Good are LLM Agents at \"Text-to-Big SQL\"?","created":"2026-02-25","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":"2604.24212","title":"Empowering Autonomous Debugging Agents with Efficient Dynamic Analysis","created":"2026-04-27","cited_by_count":1,"area":"agents"},{"id":"2605.21027","title":"Beyond Text-to-SQL: An Agentic LLM System for Governed Enterprise Analytics APIs","created":"2026-05-20","cited_by_count":1,"area":"agents"},{"id":"2608.02876","title":"BAP-SQL: Budget-Aware Observation Planning for Agentic Text-to-SQL","created":"2026-08-03","cited_by_count":1,"area":"agents"},{"id":"2608.09254","title":"Business Truth, not SQL Accuracy: A Rule-Gated 7B Analytics Agent Outperforms a Direct-Prompted 32B Baseline","created":"2026-08-10","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":"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":"2511.11933","title":"InData: Towards Secure Multi-Step, Tool-Based Data Analysis","created":"2025-11-14","cited_by_count":0,"area":"agents"},{"id":"2512.18622","title":"A Multi-agent Text2SQL Framework using Small Language Models and Execution Feedback","created":"2025-12-21","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":"2604.20727","title":"Supplement Generation Training for Enhancing Agentic Task Performance","created":"2026-04-22","cited_by_count":0,"area":"agents"},{"id":"2605.20690","title":"Declarative Data Services: Structured Agentic Discovery for Composing Data Systems","created":"2026-05-20","cited_by_count":0,"area":"agents"},{"id":"2606.05836","title":"ProSPy: A Profiling-Driven SQL-Python Agentic Framework for Enterprise Text-to-SQL","created":"2026-06-04","cited_by_count":0,"area":"agents"},{"id":"2606.13904","title":"SANA: What Matters for QA Agents over Massive Data Lakes?","created":"2026-06-11","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":"2607.00828","title":"Exploring the Semantic Gap in Agentic Data Systems: A Formative Study of Operationalization Failures in Analytical Workflows","created":"2026-07-01","cited_by_count":0,"area":"agents"},{"id":"2607.07397","title":"Agentic Data Environments","created":"2026-07-08","cited_by_count":0,"area":"agents"},{"id":"2608.00485","title":"SERL-SQL: Selective Hindsight Distillation for Text-to-SQL Reinforcement Agentic Learning","created":"2026-08-01","cited_by_count":0,"area":"agents"},{"id":"2608.02604","title":"ISEE: Interactive Semantic Enrichment for Database Fields","created":"2026-04-21","cited_by_count":0,"area":"agents"},{"id":"2608.27796","title":"ReToolSQL: Agentic Reinforcement Learning for Robust Text-to-SQL","created":"2026-08-28","cited_by_count":0,"area":"agents"}],"next_cursor":"100"}