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Agent Systems

3885 directly classified papers

Papers per year

Papers

TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making EMNLP 2025

Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents EMNLP 2025

LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025

Tool Preferences in Agentic LLMs are Unreliable EMNLP 2025

Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges AAAI 2025

Enhancing Persuasive Dialogue Agents by Synthesizing Cross‐Disciplinary Communication Strategies EMNLP 2025

A Survey on the Feedback Mechanism of LLM-based AI Agents IJCAI 2025

CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025

RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation EMNLP 2025

COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis NAACL 2025

Safety of Embodied Navigation: A Survey IJCAI 2025

ActionStudio: A Lightweight Framework for Data and Training of Large Action Models EMNLP 2025

An Efficient Context-Dependent Memory Framework for LLM-Centric Agents NAACL 2025

Towards Lifelong Dialogue Agents via Timeline-based Memory Management NAACL 2025

Conversational Exploration of Literature Landscape with LitChat IJCAI 2025

LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025

SCRIBE: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling EMNLP 2025

Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots NAACL 2025

DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent AAAI 2025

Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025

Odyssey : Empowering Minecraft Agents with Open-World Skills IJCAI 2025

InnateCoder: Learning Programmatic Options with Foundation Models IJCAI 2025

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

BeSimulator: A Large Language Model Powered Text-based Behavior Simulator EMNLP 2025

Revealing the Barriers of Language Agents in Planning NAACL 2025