llm-based agent

AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse ACL 2026 CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems ACL 2026 Future of Work in the Age of LLMs ACL 2026 TimeMachine-bench: A Benchmark for Evaluating Model Capabilities in Repository-Level Migration Tasks EACL 2026 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents EMNLP 2025 A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback Learning COLING 2025 CodeContests+: High-Quality Test Case Generation for Competitive Programming EMNLP 2025 Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents EMNLP 2025 Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025 EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025 Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding ICCV 2025 Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025 HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model ACL 2025 SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025 Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents ACL 2025 TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025 An Evaluation Mechanism of LLM-based Agents on Manipulating APIs EMNLP 2024 CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024 InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks ICML 2024 LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay EMNLP 2024 OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models ICML 2024