llm agent

TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025 The Behavior Gap: Evaluating Zero-shot LLM Agents in Complex Task-Oriented Dialogs ACL 2025 The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025 The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents ACL 2025 Time to Talk: LLM Agents for Asynchronous Group Communication in Mafia Games EMNLP 2025 Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving NAACL 2025 Towards Enforcing Company Policy Adherence in Agentic Workflows EMNLP 2025 Towards Enhanced Immersion and Agency for LLM-based Interactive Drama ACL 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning ICML 2025 Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming IJCAI 2025 Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025 AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents NeurIPS 2024 AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases NeurIPS 2024 AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024 Athena: Safe Autonomous Agents with Verbal Contrastive Learning EMNLP 2024 AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems EMNLP 2024 AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning NeurIPS 2024 BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents ACL 2024 BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024 Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation NeurIPS 2024 EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024 Executable Code Actions Elicit Better LLM Agents ICML 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View ACL 2024