{"total":22,"rows":[{"id":"2501.07278","title":"Lifelong Learning of Large Language Model based Agents: A Roadmap","created":"2025-01-13","cited_by_count":83,"area":"agents"},{"id":"2402.15057","title":"On the Multi-turn Instruction Following for Conversational Web Agents","created":"2024-02-23","cited_by_count":43,"area":"agents"},{"id":"2402.12914","title":"Large Language Model-based Human-Agent Collaboration for Complex Task Solving","created":"2024-02-20","cited_by_count":38,"area":"agents"},{"id":"2405.12059","title":"STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents","created":"2024-05-20","cited_by_count":17,"area":"agents"},{"id":"2502.15538","title":"SOTOPIA-$\\Omega$: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents","created":"2025-02-21","cited_by_count":16,"area":"agents"},{"id":"2505.16557","title":"Is Your LLM-Based Multi-Agent a Reliable Real-World Planner? Exploring Fraud Detection in Travel Planning","created":"2025-05-22","cited_by_count":15,"area":"agents"},{"id":"2509.17459","title":"PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents","created":"2025-09-22","cited_by_count":15,"area":"agents"},{"id":"2501.15355","title":"Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection","created":"2025-01-26","cited_by_count":13,"area":"agents"},{"id":"2508.20973","title":"ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents","created":"2025-08-28","cited_by_count":9,"area":"agents"},{"id":"2412.15242","title":"Script-Based Dialog Policy Planning for LLM-Powered Conversational Agents: A Basic Architecture for an \"AI Therapist\"","created":"2024-12-13","cited_by_count":7,"area":"agents"},{"id":"2510.08517","title":"CaRT: Teaching LLM Agents to Know When They Know Enough","created":"2025-10-09","cited_by_count":7,"area":"agents"},{"id":"2504.08754","title":"Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action","created":"2025-03-28","cited_by_count":6,"area":"agents"},{"id":"2506.12266","title":"The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs","created":"2025-06-13","cited_by_count":6,"area":"agents"},{"id":"2506.09656","title":"Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives","created":"2025-06-11","cited_by_count":5,"area":"agents"},{"id":"2409.04465","title":"Here's Charlie! Realising the Semantic Web vision of Agents in the age of LLMs","created":"2024-09-03","cited_by_count":3,"area":"agents"},{"id":"2503.16463","title":"Improving Interactive Diagnostic Ability of a Large Language Model Agent Through Clinical Experience Learning","created":"2025-02-24","cited_by_count":3,"area":"agents"},{"id":"2505.11765","title":"OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration","created":"2025-05-17","cited_by_count":3,"area":"agents"},{"id":"2407.05674","title":"Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets","created":"2024-07-08","cited_by_count":2,"area":"agents"},{"id":"2609.03727","title":"Proactive Service Agents: A Unified Decision Framework, Methods, and Evaluation","created":"2026-09-03","cited_by_count":2,"area":"agents"},{"id":"2512.07474","title":"Living the Novel: A System for Generating Self-Training Timeline-Aware Conversational Agents from Novels","created":"2025-12-08","cited_by_count":0,"area":"agents"},{"id":"2609.11101","title":"ProMediConv: Benchmarking Proactive Conversational Agents in Legal Dispute Mediation","created":"2026-09-10","cited_by_count":0,"area":"agents"},{"id":"2610.15910","title":"RIVO: Lightweight Adaptive Rerouting for Deep Research Agents","created":"2026-10-11","cited_by_count":0,"area":"agents"}],"next_cursor":null}