{"total":64,"rows":[{"id":"2404.02831","title":"Empowering Biomedical Discovery with AI Agents","created":"2024-04-03","cited_by_count":118,"area":null},{"id":"2505.13259","title":"From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery","created":"2025-05-19","cited_by_count":93,"area":null},{"id":"2503.18102","title":"AgentRxiv: Towards Collaborative Autonomous Research","created":"2025-03-23","cited_by_count":72,"area":null},{"id":"2407.12861","title":"CiteME: Can Language Models Accurately Cite Scientific Claims?","created":"2024-07-10","cited_by_count":48,"area":null},{"id":"2404.18443","title":"BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers","created":"2024-04-29","cited_by_count":38,"area":null},{"id":"2505.24785","title":"EXP-Bench: Can AI Conduct AI Research Experiments?","created":"2025-05-30","cited_by_count":37,"area":null},{"id":"2404.01475","title":"Are large language models superhuman chemists?","created":"2024-04-01","cited_by_count":34,"area":null},{"id":"2601.14525","title":"Towards Execution-Grounded Automated AI Research","created":"2026-01-20","cited_by_count":28,"area":null},{"id":"2504.05559","title":"SciSciGPT: Advancing Human-AI Collaboration in the Science of Science","created":"2025-04-07","cited_by_count":27,"area":null},{"id":"2403.03154","title":"Quantum Many-Body Physics Calculations with Large Language Models","created":"2024-03-05","cited_by_count":17,"area":null},{"id":"2507.23276","title":"How Far Are AI Scientists from Changing the World?","created":"2025-07-31","cited_by_count":15,"area":null},{"id":"2501.05382","title":"Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models","created":"2025-01-09","cited_by_count":14,"area":null},{"id":"2404.06364","title":"SurveyAgent: A Conversational System for Personalized and Efficient Research Survey","created":"2024-04-09","cited_by_count":11,"area":null},{"id":"2504.20090","title":"Spark: A System for Scientifically Creative Idea Generation","created":"2025-04-25","cited_by_count":11,"area":null},{"id":"2510.23045","title":"A Survey of AI Scientists","created":"2025-10-27","cited_by_count":11,"area":null},{"id":"2605.18661","title":"AI for Auto-Research: Roadmap & User Guide","created":"2026-05-18","cited_by_count":11,"area":null},{"id":"2412.18161","title":"VISION: A Modular AI Assistant for Natural Human-Instrument Interaction at Scientific User Facilities","created":"2024-12-24","cited_by_count":10,"area":null},{"id":"2505.14599","title":"Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models","created":"2025-05-20","cited_by_count":9,"area":null},{"id":"2407.09502","title":"From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models","created":"2024-06-14","cited_by_count":8,"area":null},{"id":"2601.04390","title":"SciFig: Towards Automating Editable Figure Generation for Scientific Papers","created":"2026-01-07","cited_by_count":8,"area":null},{"id":"2604.09554","title":"LABBench2: An Improved Benchmark for AI Systems Performing Biology Research","created":"2026-02-04","cited_by_count":8,"area":null},{"id":"2407.20906","title":"Automated Review Generation Method Based on Large Language Models","created":"2024-07-30","cited_by_count":7,"area":null},{"id":"2505.11336","title":"XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration","created":"2025-05-16","cited_by_count":7,"area":null},{"id":"2601.07606","title":"Proof of Time: A Benchmark for Evaluating Scientific Idea Judgments","created":"2026-01-12","cited_by_count":7,"area":null},{"id":"2508.13197","title":"The Rise of Generative AI for Metal-Organic Framework Design and Synthesis","created":"2025-08-15","cited_by_count":6,"area":null},{"id":"2512.10034","title":"DynaMate: An Autonomous Agent for Protein-Ligand Molecular Dynamics Simulations","created":"2025-12-10","cited_by_count":6,"area":null},{"id":"2507.19521","title":"Intent-Aware Schema Generation And Refinement For Literature Review Tables","created":"2025-07-18","cited_by_count":5,"area":null},{"id":"2506.16444","title":"REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing","created":"2025-06-19","cited_by_count":4,"area":null},{"id":"2507.02379","title":"An AI-native experimental laboratory for autonomous biomolecular engineering","created":"2025-07-03","cited_by_count":4,"area":null},{"id":"2603.06700","title":"SIQA: Toward Reliable Scientific Image Quality Assessment","created":"2026-03-05","cited_by_count":4,"area":null},{"id":"2410.12278","title":"Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection","created":"2024-10-16","cited_by_count":3,"area":null},{"id":"2512.22899","title":"HiSciBench: A Hierarchical Multi-disciplinary Benchmark for Scientific Intelligence from Reading to Discovery","created":"2025-12-28","cited_by_count":3,"area":null},{"id":"2601.03260","title":"SciNet: Evaluating AI Agents in Relation-Aware Scientific Literature Retrieval","created":"2025-12-16","cited_by_count":3,"area":null},{"id":"2510.10549","title":"ELAIPBench: A Benchmark for Expert-Level Artificial Intelligence Paper Understanding","created":"2025-10-12","cited_by_count":2,"area":null},{"id":"2604.04074","title":"FactReview: Evidence-Grounded Peer Review with Execution-Based Claim Verification","created":"2026-04-05","cited_by_count":2,"area":null},{"id":"2606.26246","title":"Lacuna: A Research Map for Machine Learning","created":"2026-06-24","cited_by_count":2,"area":null},{"id":"2608.26701","title":"Accelerating Scientific Research with Gemini in the Real-World","created":"2026-08-27","cited_by_count":2,"area":null},{"id":"2409.03402","title":"Game On: Towards Language Models as RL Experimenters","created":"2024-09-05","cited_by_count":1,"area":null},{"id":"2410.21324","title":"Mathematical Derivation Graphs: A Relation Extraction Task in STEM Manuscripts","created":"2024-10-26","cited_by_count":1,"area":null},{"id":"2502.15718","title":"Making Sense of Data in the Wild: Data Analysis Automation at Scale","created":"2025-01-27","cited_by_count":1,"area":null},{"id":"2510.20362","title":"ComProScanner: A multi-agent based framework for composition-property structured data extraction from scientific literature","created":"2025-10-23","cited_by_count":1,"area":null},{"id":"2511.18298","title":"Cross-Disciplinary Knowledge Retrieval and Synthesis: A Compound AI Architecture for Scientific Discovery","created":"2025-11-23","cited_by_count":1,"area":null},{"id":"2605.04375","title":"Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2608.30109","title":"COGTRL: Training LLMs for Scientific Discovery Assistance using Cognitive Traces via Reinforcement Learning","created":"2026-08-31","cited_by_count":1,"area":null},{"id":"2405.01796","title":"TOPICAL: TOPIC Pages AutomagicaLly","created":"2024-05-03","cited_by_count":0,"area":null},{"id":"2407.08270","title":"SciQu: Accelerating Materials Properties Prediction with Automated Literature Mining for Self-Driving Laboratories","created":"2024-07-11","cited_by_count":0,"area":null},{"id":"2503.09894","title":"What's In Your Field? Mapping Scientific Research with Knowledge Graphs and Large Language Models","created":"2025-03-12","cited_by_count":0,"area":null},{"id":"2507.21168","title":"Diverse LLMs or Diverse Question Interpretations? That is the Ensembling Question","created":"2025-07-25","cited_by_count":0,"area":null},{"id":"2510.23104","title":"Leveraging Hierarchical Organization for Medical Multi-document Summarization","created":"2025-10-27","cited_by_count":0,"area":null},{"id":"2601.15170","title":"Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval","created":"2026-01-21","cited_by_count":0,"area":null},{"id":"2604.06279","title":"Plasma GraphRAG: Physics-Grounded Parameter Selection for Gyrokinetic Simulations","created":"2026-04-07","cited_by_count":0,"area":null},{"id":"2604.14165","title":"EviSearch: Trustworthy Extraction and Synthesis of Clinical Trial Evidence with Agents that Improve with Use","created":"2026-03-23","cited_by_count":0,"area":null},{"id":"2605.07022","title":"Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2605.07208","title":"FAME: Forecasting Academic Impact via Continuous-Time Manifold Evolution","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2605.18144","title":"Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine","created":"2026-05-18","cited_by_count":0,"area":null},{"id":"2605.27610","title":"Eliot: Interactively $\\underline{E}$xploring Fast-Changing Scientific $\\underline{Li}$terature Trends with $\\underline{O}$nline Da$\\underline{t}$a and Learning","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2605.29966","title":"Compass: Navigating Global Marine Lead Data Integration through Expert-Guided LLM Agent","created":"2026-05-28","cited_by_count":0,"area":null},{"id":"2607.20498","title":"AISE-Bench: A Full-Cycle Curated Benchmark for Information Seeking on Academic Knowledge Graphs","created":"2026-06-16","cited_by_count":0,"area":null},{"id":"2608.09968","title":"Evidence-Based Scientific Question Discovery: A Framework with Historical Backtesting","created":"2026-07-29","cited_by_count":0,"area":null},{"id":"2609.06366","title":"AutoKD: Autonomous Knowledge Discovery","created":"2026-09-06","cited_by_count":0,"area":null},{"id":"2609.23735","title":"ScholarStack: Layered Research Asset Orchestration and Cross-Task Reuse for Scientific Agents","created":"2026-09-20","cited_by_count":0,"area":null},{"id":"2609.38766","title":"PathAnchor: Path-Structured Evidence for Scientific Agents","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.08894","title":"Trustworthy Domain-Specific AI for Structured Knowledge Retrieval and Reasoning","created":"2026-10-06","cited_by_count":0,"area":null},{"id":"2610.11087","title":"Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review","created":"2026-10-08","cited_by_count":0,"area":null}],"next_cursor":null}