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Agent Systems

3885 directly classified papers

Papers per year

Papers

On the Robustness of Agentic Function Calling NAACL 2025

LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025

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

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

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

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025

L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects NAACL 2025

VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool AAAI 2025

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

V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents CVPR 2025

Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery NAACL 2025

Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ACL 2025

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

Robust Peg-in-Hole Assembly under Uncertainties via Compliant and Interactive Contact-Rich Manipulation RSS 2025

GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices ICCV 2025

TransLaTeX: Exposing the Last-Mile Execution Gap in LLM-Agent for Scientific Formatting IJCNLP 2025

Less is More: Empowering GUI Agent with Context-Aware Simplification ICCV 2025

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

MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space ICCV 2025

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

Aether: Geometric-Aware Unified World Modeling ICCV 2025

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

EmbodiedSplat: Personalized Real-to-Sim-to-Real Navigation with Gaussian Splats from a Mobile Device ICCV 2025

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

Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025