{"total":40,"rows":[{"id":"2501.04227","title":"Agent Laboratory: Using LLM Agents as Research Assistants","created":"2025-01-08","cited_by_count":425,"area":"agents"},{"id":"2409.04109","title":"Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers","created":"2024-09-06","cited_by_count":363,"area":"agents"},{"id":"2410.05080","title":"ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery","created":"2024-10-07","cited_by_count":235,"area":"agents"},{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2503.00096","title":"BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology","created":"2025-02-28","cited_by_count":89,"area":"agents"},{"id":"2503.11733","title":"LLM Agents for Education: Advances and Applications","created":"2025-03-14","cited_by_count":59,"area":"agents"},{"id":"2505.19897","title":"ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows","created":"2025-05-26","cited_by_count":52,"area":"agents"},{"id":"2502.09858","title":"Automated Hypothesis Validation with Agentic Sequential Falsifications","created":"2025-02-14","cited_by_count":44,"area":"agents"},{"id":"2508.02744","title":"Large Language Model-based Data Science Agent: A Survey","created":"2025-08-02","cited_by_count":23,"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":"2506.22598","title":"RExBench: Can coding agents autonomously implement AI research extensions?","created":"2025-06-27","cited_by_count":18,"area":"agents"},{"id":"2602.02905","title":"FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights","created":"2026-02-02","cited_by_count":16,"area":"agents"},{"id":"2504.20117","title":"ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies","created":"2025-04-28","cited_by_count":15,"area":"agents"},{"id":"2510.01285","title":"LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science","created":"2025-09-30","cited_by_count":15,"area":"agents"},{"id":"2601.16344","title":"DSGym: A Holistic Framework for Evaluating and Training Data Science Agents","created":"2026-01-22","cited_by_count":15,"area":"agents"},{"id":"2508.06960","title":"DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery","created":"2025-08-09","cited_by_count":9,"area":"agents"},{"id":"2505.16100","title":"BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research","created":"2025-05-22","cited_by_count":8,"area":"agents"},{"id":"2602.18710","title":"Many AI Analysts, One Dataset: Navigating the Agentic Data Science Multiverse","created":"2026-02-21","cited_by_count":7,"area":"agents"},{"id":"2506.08800","title":"Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents","created":"2025-06-10","cited_by_count":4,"area":"agents"},{"id":"2604.11003","title":"Sanity Checks for Agentic Data Science","created":"2026-04-13","cited_by_count":4,"area":"agents"},{"id":"2605.30434","title":"LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis","created":"2026-05-28","cited_by_count":4,"area":"agents"},{"id":"2510.01398","title":"Automating Data-Driven Modeling and Analysis for Engineering Applications using Large Language Model Agents","created":"2025-10-01","cited_by_count":3,"area":"agents"},{"id":"2605.11269","title":"gwBenchmarks: Stress-Testing LLM Agents on High-Precision Gravitational Wave Astronomy","created":"2026-05-11","cited_by_count":3,"area":"agents"},{"id":"2607.01507","title":"The Agentic Garden of Forking Paths","created":"2026-07-01","cited_by_count":3,"area":"agents"},{"id":"2607.28990","title":"Scaling Scientific Discovery Environments for Turn-Level Agentic RL","created":"2026-07-31","cited_by_count":3,"area":"agents"},{"id":"2608.01684","title":"GABench: A Comprehensive Benchmark for Evaluating LLM Agents on Graph Analysis Tasks","created":"2026-08-03","cited_by_count":2,"area":"agents"},{"id":"2608.21601","title":"K-Bench: measuring model performance on real scientific agent requests","created":"2026-08-21","cited_by_count":2,"area":"agents"},{"id":"2603.28986","title":"Mimosa Framework: Toward Evolving Multi-Agent Systems for Scientific Research","created":"2026-03-30","cited_by_count":1,"area":"agents"},{"id":"2605.03808","title":"Agentic-imodels: Evolving agentic interpretability tools via autoresearch","created":"2026-05-05","cited_by_count":1,"area":"agents"},{"id":"2606.07718","title":"A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline","created":"2026-06-05","cited_by_count":1,"area":"agents"},{"id":"2609.05079","title":"TruthInsightBench: An Evidence-Grounded Benchmark for Automated Evaluation of Open-Ended Scientific Discovery Agents","created":"2026-09-04","cited_by_count":1,"area":"agents"},{"id":"2606.16000","title":"GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science","created":"2026-06-14","cited_by_count":0,"area":"agents"},{"id":"2607.10789","title":"Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging","created":"2026-07-12","cited_by_count":0,"area":"agents"},{"id":"2607.26155","title":"ClinLens: Towards Long-Horizon Coding Agents for Longitudinal Multimodal Clinical Data Science","created":"2026-07-28","cited_by_count":0,"area":"agents"},{"id":"2607.27726","title":"Baikal: Structured Search for Deep Research over Data Lakes","created":"2026-07-30","cited_by_count":0,"area":"agents"},{"id":"2609.00795","title":"Agentic programs: an emerging form of scientific software in computational materials science","created":"2026-09-01","cited_by_count":0,"area":"agents"},{"id":"2609.06192","title":"SCIRIGOR:Evaluating Open-Ended Scientific Analysis Beyond Final Scores","created":"2026-09-05","cited_by_count":0,"area":"agents"},{"id":"2610.00435","title":"How AI Agents Discover Scientific Equations: From Hydrotope Rediscovery to New Water-Wave Amplitudes","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.14381","title":"ACED-Bench: Evaluating How LLM Agents Acquire and Act on Causal Evidence","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.17874","title":"Searching for What Matters: Open-Ended Discovery of Multiple Hypotheses with Agentic Data Exploration","created":"2026-10-13","cited_by_count":0,"area":"agents"}],"next_cursor":null}