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Agent Systems

3885 directly classified papers

Papers per year

Papers

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

Embodied Representation Alignment with Mirror Neurons ICCV 2025

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

Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025

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

MultiModal Action Conditioned Video Simulation ICCV 2025

PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025

End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025

A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems ACL 2025

Findings of the BEA 2025 Shared Task on Pedagogical Ability Assessment of AI-powered Tutors ACL 2025

SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents EMNLP 2025

Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025

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

ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025

AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection ACL 2025

Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models AAAI 2025

TelAgentBench: A Multi-faceted Benchmark for Evaluating LLM-based Agents in Telecommunications EMNLP 2025

SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025

Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding AAAI 2025

AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction EMNLP 2025

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025

Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025

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

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025