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Agent Systems

3885 directly classified papers

Papers per year

Papers

AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025
ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ACL 2025
Progressive Multimodal Reasoning via Active Retrieval ACL 2025
Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration ACL 2025
Self-Taught Agentic Long Context Understanding ACL 2025
Uncertainty Propagation on LLM Agent ACL 2025
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ACL 2025
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025
SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025
AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection ACL 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025
Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis ACL 2025
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025
PwnGPT: Automatic Exploit Generation Based on Large Language Models ACL 2025
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025
SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025
Agentic Knowledgeable Self-awareness ACL 2025
Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025
MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025
My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis ACL 2025
M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ACL 2025
ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025