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Agent Systems

3885 directly classified papers

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Papers

CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration ACL 2025

AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025

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

Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025

Interactive and Expressive Code-Augmented Planning with Large Language Models ACL 2025

APIRL: Deep Reinforcement Learning for REST API Fuzzing AAAI 2025

UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025

Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025

MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance EMNLP 2025

CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision ACL 2025

ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration ACL 2025

iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025

G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation ICCV 2025

Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos ICCV 2025

When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ACL 2025

ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models ACL 2025

On the Robustness of Agentic Function Calling NAACL 2025

SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025

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

Rethinking the Embodied Gap in Vision-and-Language Navigation: A Holistic Study of Physical and Visual Disparities ICCV 2025

Diffusion-Based Imaginative Coordination for Bimanual Manipulation ICCV 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

Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation NAACL 2025