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llm agent

170 papers

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Also known as

LLM AGENT

Co-occurring keywords · papers mentioning both

large language model (55) multi-agent system (24) agent system (22) benchmark evaluation (13) autonomous agent (11) tool use (9) reinforcement learning (8) retrieval-augmented generation (6) information retrieval (6) model context protocol (5)

Papers

AuditAgent: LLM Agent for Risks Auditing in Recommender Systems AAAI 2026 Automating Android Build Repair: Bridging the Reasoning-Execution Gap in LLM Agents with Domain-Specific Tools EACL 2026 Beyond Blind Following: Evaluating Robustness of LLM Agents under Imperfect Guidance EACL 2026 Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence EACL 2026 CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty ACL 2026 Communication Enables Cooperation in LLM Agents: A Comparison with Curriculum-Based Approaches EACL 2026 ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration ACL 2026 ETOM: A Five-Level Benchmark for Evaluating Tool Orchestration within the MCP Ecosystem EACL 2026 Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System AAAI 2026 From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent ACL 2026 From TextBlob to LLM Agents: Sentiment Model Selection for B2B Technical Support with CSAT Ground Truth ACL 2026 H-MEM: Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents EACL 2026 HotelQuEST: Balancing Quality and Efficiency in Agentic Search EACL 2026 How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior ACL 2026 Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes EACL 2026 IntrAgent: An LLM Agent for Content-Grounded Information Retrieval through Literature Review ACL 2026 Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents EACL 2026 LLM Agents in Law: Taxonomy, Applications, and Challenges ACL 2026 LOG-Nav: Efficient Layout-Aware Object-Goal Navigation with Hierarchical Planning AAAI 2026 MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents AAAI 2026 MapAgent: A Hierarchical Agent for Geospatial Reasoning with Dynamic Map Tool Integration EACL 2026 MCPTox: A Benchmark for Tool Poisoning on Real-World MCP Servers AAAI 2026 MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control AAAI 2026 Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm AAAI 2026 Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration EACL 2026