{"total":56,"rows":[{"id":"2302.04761","title":"Toolformer: Language Models Can Teach Themselves to Use Tools","created":"2023-02-09","cited_by_count":4182,"area":"agents"},{"id":"2308.11432","title":"A Survey on Large Language Model based Autonomous Agents","created":"2023-08-22","cited_by_count":2242,"area":"agents"},{"id":"2304.08244","title":"API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs","created":"2023-04-14","cited_by_count":591,"area":"agents"},{"id":"2304.09542","title":"Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents","created":"2023-04-19","cited_by_count":360,"area":"agents"},{"id":"2304.08354","title":"Tool Learning with Foundation Models","created":"2023-04-17","cited_by_count":302,"area":"agents"},{"id":"2306.13304","title":"ToolQA: A Dataset for LLM Question Answering with External Tools","created":"2023-06-23","cited_by_count":274,"area":"agents"},{"id":"2307.05300","title":"Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration","created":"2023-07-11","cited_by_count":251,"area":"agents"},{"id":"2406.02818","title":"Chain of Agents: Large Language Models Collaborating on Long-Context Tasks","created":"2024-06-04","cited_by_count":206,"area":"agents"},{"id":"2407.15711","title":"AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?","created":"2024-07-22","cited_by_count":158,"area":"agents"},{"id":"2506.18096","title":"Deep Research Agents: A Systematic Examination And Roadmap","created":"2025-06-22","cited_by_count":128,"area":"agents"},{"id":"2603.01145","title":"AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution","created":"2026-03-01","cited_by_count":115,"area":"agents"},{"id":"2305.13068","title":"Making Language Models Better Tool Learners with Execution Feedback","created":"2023-05-22","cited_by_count":70,"area":"agents"},{"id":"2508.12752","title":"Deep Research: A Survey of Autonomous Research Agents","created":"2025-08-18","cited_by_count":66,"area":"agents"},{"id":"2403.03101","title":"KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents","created":"2024-03-05","cited_by_count":61,"area":"agents"},{"id":"2401.08392","title":"DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)","created":"2024-01-16","cited_by_count":58,"area":"agents"},{"id":"2312.03815","title":"LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem","created":"2023-12-06","cited_by_count":38,"area":"agents"},{"id":"2404.09982","title":"INMS: Memory Sharing for Large Language Model based Agents","created":"2024-04-15","cited_by_count":31,"area":"agents"},{"id":"2502.12961","title":"Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger","created":"2025-02-18","cited_by_count":30,"area":"agents"},{"id":"2401.13996","title":"Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution","created":"2024-01-25","cited_by_count":28,"area":"agents"},{"id":"2407.09893","title":"Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks","created":"2024-07-13","cited_by_count":23,"area":"agents"},{"id":"2310.01444","title":"Adapting LLM Agents with Universal Feedback in Communication","created":"2023-10-01","cited_by_count":19,"area":"agents"},{"id":"2307.08775","title":"GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution","created":"2023-07-17","cited_by_count":17,"area":"agents"},{"id":"2310.06936","title":"LLMs Killed the Script Kiddie: How Agents Supported by Large Language Models Change the Landscape of Network Threat Testing","created":"2023-10-10","cited_by_count":17,"area":"agents"},{"id":"2609.23986","title":"Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents","created":"2026-09-21","cited_by_count":14,"area":"agents"},{"id":"2510.18939","title":"Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search","created":"2025-10-21","cited_by_count":12,"area":"agents"},{"id":"2605.27141","title":"VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions","created":"2026-05-26","cited_by_count":12,"area":"agents"},{"id":"2606.20683","title":"From Question Answering to Task Completion: A Survey on Agent System and Harness Design","created":"2026-06-14","cited_by_count":12,"area":"agents"},{"id":"2510.09901","title":"Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics","created":"2025-10-10","cited_by_count":11,"area":"agents"},{"id":"2601.11888","title":"Agentic-R: Learning to Retrieve for Agentic Search","created":"2026-01-17","cited_by_count":11,"area":"agents"},{"id":"2601.03261","title":"DeepResearch-Slice: Bridging the Retrieval-Utilization Gap via Explicit Text Slicing","created":"2025-12-16","cited_by_count":9,"area":"agents"},{"id":"2603.27850","title":"EffiSkill: Agent Skill Based Automated Code Efficiency Optimization","created":"2026-03-29","cited_by_count":9,"area":"agents"},{"id":"2510.16720","title":"Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI","created":"2025-10-19","cited_by_count":8,"area":"agents"},{"id":"2607.05382","title":"Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation","created":"2026-07-06","cited_by_count":8,"area":"agents"},{"id":"2509.25189","title":"InfoAgent: Advancing Autonomous Information-Seeking Agents","created":"2025-09-29","cited_by_count":7,"area":"agents"},{"id":"2409.12832","title":"FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists","created":"2024-09-19","cited_by_count":4,"area":"agents"},{"id":"2607.05441","title":"PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models","created":"2026-07-03","cited_by_count":4,"area":"agents"},{"id":"2509.21035","title":"CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering","created":"2025-09-25","cited_by_count":3,"area":"agents"},{"id":"2603.08501","title":"Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA","created":"2026-03-09","cited_by_count":3,"area":"agents"},{"id":"2604.20300","title":"FSFM: A Biologically-Inspired Framework for Selective Forgetting of Agent Memory","created":"2026-04-22","cited_by_count":3,"area":"agents"},{"id":"2504.03185","title":"Learning Natural Language Constraints for Safe Reinforcement Learning of Language Agents","created":"2025-04-04","cited_by_count":2,"area":"agents"},{"id":"2506.17001","title":"PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents","created":"2025-06-20","cited_by_count":2,"area":"agents"},{"id":"2606.07299","title":"DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning","created":"2026-06-05","cited_by_count":2,"area":"agents"},{"id":"2409.12294","title":"RAG-Modulo: Solving Sequential Tasks using Experience, Critics, and Language Models","created":"2024-09-18","cited_by_count":1,"area":"agents"},{"id":"2605.10488","title":"DeepRefine: Agentic Knowledge Refinement via Reinforcement Learning","created":"2026-05-11","cited_by_count":1,"area":"agents"},{"id":"2606.08151","title":"Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents","created":"2026-06-06","cited_by_count":1,"area":"agents"},{"id":"2608.16185","title":"LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents","created":"2026-08-17","cited_by_count":1,"area":"agents"},{"id":"2506.22852","title":"Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems","created":"2025-06-28","cited_by_count":0,"area":"agents"},{"id":"2510.13925","title":"An LLM-Powered AI Agent Framework for Holistic IoT Traffic Interpretation","created":"2025-10-15","cited_by_count":0,"area":"agents"},{"id":"2602.15859","title":"From Transcripts to AI Agents: Knowledge Extraction, RAG Integration, and Robust Evaluation of Conversational AI Assistants","created":"2026-01-26","cited_by_count":0,"area":"agents"},{"id":"2605.11376","title":"LLM-X: A Scalable Negotiation-Oriented Exchange for Communication Among Personal LLM Agents","created":"2026-05-12","cited_by_count":0,"area":"agents"},{"id":"2605.29271","title":"CoHyDE: Iterative Co-Training of LLM Rewriter & Dense Encoder for Tool Retrieval","created":"2026-05-28","cited_by_count":0,"area":"agents"},{"id":"2606.00590","title":"Critic-R: Improving Agentic Search using Instruction-tuned Retrievers with Natural Language Introspective Feedback","created":"2026-05-30","cited_by_count":0,"area":"agents"},{"id":"2607.10198","title":"Similar Accuracy, Unequal Evidence: Search APIs as Decision Surfaces for Tool-Using Agents","created":"2026-07-11","cited_by_count":0,"area":"agents"},{"id":"2608.20400","title":"When Retrieval Fails Before It Begins: Structurally Indirect Prerequisite Eviction as a Retention Failure in Agentic Memory","created":"2026-07-05","cited_by_count":0,"area":"agents"},{"id":"2609.04915","title":"Compact-Memory LLM Agents via Online Max-Member Clustering and Atom-Aware Packing","created":"2026-09-04","cited_by_count":0,"area":"agents"},{"id":"2610.13296","title":"PRIME: Pre-Retrieval Index Modeling Enhancement for Structured Document Retrieval-Real","created":"2026-10-09","cited_by_count":0,"area":"agents"}],"next_cursor":null}