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Agent Systems

3885 directly classified papers

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Papers

A Career Interview Dialogue System using Large Language Model-based Dynamic Slot Generation COLING 2025

SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025

Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025

Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data COLING 2025

Embodied Representation Alignment with Mirror Neurons ICCV 2025

Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets ACL 2025

IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents EMNLP 2025

Follow the Beaten Path: The Role of Route Patterns on Vision-Language Navigation Agents Generalization Abilities NAACL 2025

Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025

Benchmarking Uncertainty Metrics for LLM Target-Aware Search EMNLP 2025

EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow ICCV 2025

Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025

MultiModal Action Conditioned Video Simulation ICCV 2025

Mirror in the Model: Ad Banner Image Generation via Reflective Multi-LLM and Multi-modal Agents EMNLP 2025

DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation EMNLP 2025

An LLM-Based Approach for Insight Generation in Data Analysis NAACL 2025

UFO: A UI-Focused Agent for Windows OS Interaction NAACL 2025

SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals NAACL 2025

SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters NAACL 2025

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction NAACL 2025

AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025

Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation NAACL 2025

DSBC : Data Science task Benchmarking with Context engineering AACL 2025

Sample-Efficient Behavior Cloning Using General Domain Knowledge IJCAI 2025

THREAD: Thinking Deeper with Recursive Spawning NAACL 2025