llm agent

ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025 EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness IJCAI 2025 Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models ACL 2025 EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025 Evaluating Compound AI Systems through Behaviors, Not Benchmarks EMNLP 2025 Evaluating Cultural and Social Awareness of LLM Web Agents NAACL 2025 Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025 GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding ACL 2025 GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025 HARBOR: Exploring Persona Dynamics in Multi-Agent Competition IJCNLP 2025 iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025 IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025 INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment EMNLP 2025 Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration IJCNLP 2025 INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent ACL 2025 IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents EMNLP 2025 LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents ACL 2025 Learning to Ask: When LLM Agents Meet Unclear Instruction EMNLP 2025 LegalAgentBench: Evaluating LLM Agents in Legal Domain ACL 2025 LLM Agents Can Be Choice-Supportive Biased Evaluators: An Empirical Study AAAI 2025 LLM Agents for Education: Advances and Applications EMNLP 2025 LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025 LLM Agents Making Agent Tools ACL 2025 LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research EMNLP 2025 LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025