{"total":137,"rows":[{"id":"2511.02824","title":"Kosmos: An AI Scientist for Autonomous Discovery","created":"2025-11-04","cited_by_count":92,"area":"wm"},{"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":"2505.13400","title":"Robin: A multi-agent system for automating scientific discovery","created":"2025-05-19","cited_by_count":62,"area":null},{"id":"2503.11733","title":"LLM Agents for Education: Advances and Applications","created":"2025-03-14","cited_by_count":59,"area":"agents"},{"id":"2601.12538","title":"A Survey of Agentic Reasoning for Large Language Models: Towards Recursively Self-Improving and Collective Agents","created":"2026-01-18","cited_by_count":50,"area":"lr"},{"id":"2502.08586","title":"Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks","created":"2025-02-12","cited_by_count":49,"area":"agents"},{"id":"2509.00496","title":"ResearchQA: Evaluating Scholarly Question Answering at Scale Across 75 Fields with Survey-Mined Questions and Rubrics","created":"2025-08-30","cited_by_count":49,"area":null},{"id":"2504.06196","title":"TxGemma: Efficient and Agentic LLMs for Therapeutics","created":"2025-04-08","cited_by_count":41,"area":"agents"},{"id":"2512.23880","title":"CASCADE: Cumulative Agentic Skill Creation through Autonomous Development and Evolution","created":"2025-12-29","cited_by_count":34,"area":"agents"},{"id":"2502.02871","title":"Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning","created":"2025-02-05","cited_by_count":33,"area":"lr"},{"id":"2507.00310","title":"AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise","created":"2025-06-30","cited_by_count":33,"area":null},{"id":"2411.16955","title":"Probing the limitations of multimodal language models for chemistry and materials research","created":"2024-11-25","cited_by_count":32,"area":"mllm"},{"id":"2503.13399","title":"MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research","created":"2025-03-17","cited_by_count":32,"area":"lr"},{"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":"2412.21154","title":"Aviary: training language agents on challenging scientific tasks","created":"2024-12-30","cited_by_count":26,"area":"agents"},{"id":"2504.10861","title":"Ai2 Scholar QA: Organized Literature Synthesis with Attribution","created":"2025-04-15","cited_by_count":25,"area":"rag"},{"id":"2502.09565","title":"MDCrow: Automating Molecular Dynamics Workflows with Large Language Models","created":"2025-02-13","cited_by_count":22,"area":null},{"id":"2509.26574","title":"Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark","created":"2025-09-30","cited_by_count":21,"area":"lr"},{"id":"2504.16728","title":"IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery","created":"2025-04-23","cited_by_count":19,"area":null},{"id":"2501.09751","title":"OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking","created":"2025-01-16","cited_by_count":18,"area":"lr"},{"id":"2506.22598","title":"RExBench: Can coding agents autonomously implement AI research extensions?","created":"2025-06-27","cited_by_count":18,"area":"agents"},{"id":"2506.15569","title":"SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification","created":"2025-06-18","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":"2510.10909","title":"PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature","created":"2025-10-13","cited_by_count":15,"area":"lr"},{"id":"2508.02276","title":"CellForge: Agentic Design of Virtual Cell Models","created":"2025-08-04","cited_by_count":13,"area":"agents"},{"id":"2510.16234","title":"ScholarEval: Research Idea Evaluation Grounded in Literature","created":"2025-10-17","cited_by_count":12,"area":null},{"id":"2510.23045","title":"A Survey of AI Scientists","created":"2025-10-27","cited_by_count":11,"area":null},{"id":"2604.25256","title":"AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery","created":"2026-04-28","cited_by_count":11,"area":"agents"},{"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":"2504.02767","title":"How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?","created":"2025-04-03","cited_by_count":10,"area":null},{"id":"2603.20179","title":"AI Agents Can Already Autonomously Perform Experimental High Energy Physics","created":"2026-03-20","cited_by_count":10,"area":"agents"},{"id":"2605.23204","title":"AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery","created":"2026-05-22","cited_by_count":10,"area":null},{"id":"2606.24530","title":"NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?","created":"2026-06-23","cited_by_count":10,"area":"agents"},{"id":"2505.06108","title":"LLMs Outperform Experts on Challenging Biology Benchmarks","created":"2025-05-09","cited_by_count":9,"area":null},{"id":"2505.12534","title":"ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models","created":"2025-05-18","cited_by_count":9,"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":"2507.11810","title":"Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator","created":"2025-07-16","cited_by_count":9,"area":null},{"id":"2608.05179","title":"Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap","created":"2026-06-29","cited_by_count":9,"area":"agents"},{"id":"2503.01424","title":"From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems","created":"2025-03-03","cited_by_count":8,"area":null},{"id":"2510.06579","title":"TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents","created":"2025-10-08","cited_by_count":8,"area":"agents"},{"id":"2603.07379","title":"SoK: Agentic Retrieval-Augmented Generation (RAG): Taxonomy, Architectures, Evaluation, and Research Directions","created":"2026-03-07","cited_by_count":8,"area":"lr"},{"id":"2410.17218","title":"Creativity in AI: Progresses and Challenges","created":"2024-10-22","cited_by_count":7,"area":null},{"id":"2604.17406","title":"EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale","created":"2026-04-19","cited_by_count":7,"area":"agents"},{"id":"2506.17277","title":"Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation","created":"2025-06-13","cited_by_count":6,"area":"rag"},{"id":"2510.15280","title":"Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition","created":"2025-10-17","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":"2601.18207","title":"PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR","created":"2026-01-26","cited_by_count":6,"area":"lr"},{"id":"2503.02879","title":"Wikipedia in the Era of LLMs: Evolution and Risks","created":"2025-03-04","cited_by_count":4,"area":null},{"id":"2508.06569","title":"Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop","created":"2025-08-07","cited_by_count":4,"area":"agents"},{"id":"2511.08217","title":"MADD: Multi-Agent Drug Discovery Orchestra","created":"2025-11-11","cited_by_count":4,"area":"agents"},{"id":"2511.14362","title":"SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature","created":"2025-11-18","cited_by_count":4,"area":null},{"id":"2601.22638","title":"ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review","created":"2026-01-30","cited_by_count":4,"area":null},{"id":"2504.06549","title":"Societal Impacts Research Requires Benchmarks for Creative Composition Tasks","created":"2025-04-09","cited_by_count":3,"area":null},{"id":"2504.12345","title":"Reimagining Urban Science: Scaling Causal Inference with Large Language Models","created":"2025-04-15","cited_by_count":3,"area":null},{"id":"2510.11985","title":"CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research","created":"2025-10-13","cited_by_count":3,"area":"lr"},{"id":"2511.19423","title":"Beyond Protein Language Models: An Agentic LLM Framework for Mechanistic Enzyme Design","created":"2025-11-24","cited_by_count":3,"area":"agents"},{"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":"2609.15973","title":"Discovery Foundation Models: Toward Open-Ended Discovery Intelligence","created":"2026-09-14","cited_by_count":3,"area":null},{"id":"2504.08752","title":"Patience is all you need! An agentic system for performing scientific literature review","created":"2025-03-28","cited_by_count":2,"area":"agents"},{"id":"2505.23789","title":"Conversational Exploration of Literature Landscape with LitChat","created":"2025-05-25","cited_by_count":2,"area":null},{"id":"2507.08038","title":"AblationBench: Evaluating Automated Planning of Ablations in Empirical AI Research","created":"2025-07-09","cited_by_count":2,"area":"agents"},{"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":"2511.16997","title":"MirrorMind: Empowering OmniScientist with the Expert Perspectives and Collective Knowledge of Human Scientists","created":"2025-11-21","cited_by_count":2,"area":null},{"id":"2511.17584","title":"LLM-Powered Text-Attributed Graph Anomaly Detection via Retrieval-Augmented Reasoning","created":"2025-11-16","cited_by_count":2,"area":"lr"},{"id":"2602.23335","title":"Understanding Usage and Engagement in AI-Powered Scientific Research Tools: The Asta Interaction Dataset","created":"2026-02-26","cited_by_count":2,"area":null},{"id":"2603.27435","title":"Improving Attributed Long-form Question Answering with Intent Awareness","created":"2026-03-28","cited_by_count":2,"area":null},{"id":"2604.22861","title":"IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review","created":"2026-04-23","cited_by_count":2,"area":"agents"},{"id":"2604.23593","title":"When AI reviews science: Can we trust the referee?","created":"2026-04-26","cited_by_count":2,"area":null},{"id":"2605.18490","title":"Single-Round Vector RAG vs an LLM-Compiled Wiki: A Preregistered Comparison on a Small Multi-Domain Research Corpus","created":"2026-05-18","cited_by_count":2,"area":"rag"},{"id":"2605.21491","title":"Teaching Language Models to Forecast Research Success Through Comparative Idea Evaluation","created":"2026-04-06","cited_by_count":2,"area":null},{"id":"2607.00597","title":"Multi-Turn Agentic Scientific Literature Search via Workflow Induction","created":"2026-07-01","cited_by_count":2,"area":"agents"},{"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":"2505.18425","title":"Advertising in AI systems: Society must be vigilant","created":"2025-05-23","cited_by_count":1,"area":null},{"id":"2507.07155","title":"Evaluating Retrieval-Augmented Generation Agents for Autonomous Scientific Discovery in Astrophysics","created":"2025-07-09","cited_by_count":1,"area":"rag"},{"id":"2507.08870","title":"GUIDE: Towards Scalable Advising for Research Ideas","created":"2025-07-09","cited_by_count":1,"area":null},{"id":"2507.10522","title":"DeepResearch$^{\\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology","created":"2025-07-14","cited_by_count":1,"area":"agents"},{"id":"2509.16952","title":"AirQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation","created":"2025-09-21","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":"2601.20704","title":"Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs","created":"2026-01-28","cited_by_count":1,"area":null},{"id":"2604.27269","title":"Unifying biomedical knowledge in a modern multimodal graph","created":"2026-04-29","cited_by_count":1,"area":null},{"id":"2604.27977","title":"D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery","created":"2026-04-30","cited_by_count":1,"area":null},{"id":"2605.00505","title":"LLM-Oriented Information Retrieval: A Denoising-First Perspective","created":"2026-05-01","cited_by_count":1,"area":"rag"},{"id":"2605.22878","title":"SciAtlas: A Computable Atlas of Science for Knowledge-Grounded AI Research","created":"2026-05-20","cited_by_count":1,"area":null},{"id":"2606.02113","title":"A Primer in Post-Training Reasoning Data: What We Know About How It Works","created":"2026-06-01","cited_by_count":1,"area":"lr"},{"id":"2606.31478","title":"One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution","created":"2026-06-30","cited_by_count":1,"area":"agents"},{"id":"2607.14178","title":"ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System","created":"2026-07-15","cited_by_count":1,"area":"lr"},{"id":"2609.20481","title":"greCAPTCHA: Assessing Understanding as Evidence of Research Authorship Under Generative AI","created":"2026-09-17","cited_by_count":1,"area":null},{"id":"2609.27297","title":"Large Knowledge Model: From Papers to a Scientific Reasoning Landscape","created":"2026-09-23","cited_by_count":1,"area":"lr"},{"id":"2508.06204","title":"Classification is a RAG problem: A case study on hate speech detection","created":"2025-08-08","cited_by_count":0,"area":"rag"},{"id":"2509.06093","title":"Language-Native Materials Processing Design by Lightly Structured Text Database and Reasoning Large Language Model","created":"2025-09-07","cited_by_count":0,"area":"lr"},{"id":"2509.12811","title":"ConvergeWriter: Data-Driven Bottom-Up Article Construction","created":"2025-09-16","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":"2602.18918","title":"Early Evidence of Vibe-Proving with Consumer LLMs: A Case Study on Spectral Region Characterization with ChatGPT-5.2 (Thinking)","created":"2026-02-21","cited_by_count":0,"area":"lr"},{"id":"2603.14161","title":"Deep probabilistic model synthesis enables unified modeling of whole-brain neural activity across individual subjects","created":"2026-03-15","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":"2605.11359","title":"CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing","created":"2026-05-12","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":"2605.23382","title":"From Correctness to Preference: A Framework for Personalized Agentic Reinforcement Learning","created":"2026-05-22","cited_by_count":0,"area":"agents"},{"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}],"next_cursor":"100"}