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Agent Systems

3885 directly classified papers

Papers per year

Papers

Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025

RoboTrom-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction ICCV 2025

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

Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025

TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025

AMAN: Agent for Mentoring and Assisting Newbies in MMORPG COLING 2025

Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling ACL 2025

ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025

NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation ICCV 2025

Embodied Representation Alignment with Mirror Neurons ICCV 2025

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

M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs ACL 2025

My Words Imply Your Opinion: Reader Agent-Based Propagation Enhancement for Personalized Implicit Emotion Analysis ACL 2025

Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding ICCV 2025

Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025

BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025

CityNav: A Large-Scale Dataset for Real-World Aerial Navigation ICCV 2025

World Models with Hints of Large Language Models for Goal Achieving NAACL 2025

MasRouter: Learning to Route LLMs for Multi-Agent Systems ACL 2025

MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025

Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025

Agentic Knowledgeable Self-awareness ACL 2025

MoMa-Kitchen: A 100K+ Benchmark for Affordance-Grounded Last-Mile Navigation in Mobile Manipulation ICCV 2025

Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025