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Agent Systems

3885 directly classified papers

Papers per year

Papers

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025

Agents generalize to novel levels of abstraction by using adaptive linguistic strategies ACL 2025

KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025

iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025

A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops ACL 2025

Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents ACL 2025

Oversight Structures for Agentic AI in Public-Sector Organizations ACL 2025

CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate ACL 2025

A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025

Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025

Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner’s Dilemma ACL 2025

CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025

TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025

Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ACL 2025

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025

Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025

DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025

EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025

CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device ACL 2025

A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025

TCQA2: A Tiered Conversational Q&A Agent in Gaming ACL 2025

Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025

CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025

Sample Efficient Alignment Learning With Episodic Control EMNLP 2025