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Agent Systems

3885 directly classified papers

Papers per year

Papers

LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators EMNLP 2025

GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection EMNLP 2025

TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ACL 2025

Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025

<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025

DSBC : Data Science task Benchmarking with Context engineering IJCNLP 2025

Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication IJCNLP 2025

Uncertainty Propagation on LLM Agent ACL 2025

RASTeR: Robust, Agentic, and Structured Temporal Reasoning IJCNLP 2025

Task-Aligned Tool Recommendation for Large Language Models IJCNLP 2025

Self-Taught Agentic Long Context Understanding ACL 2025

Cardiverse: Harnessing LLMs for Novel Card Game Prototyping EMNLP 2025

INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment EMNLP 2025

A Comparative Study of Human-operated and AI-driven Guidance with a Teleoperated Mobile Robot IJCNLP 2025

Investigating Feasibility of Large Language Model Agent Collaboration in Minecraft and Comparison with Human-Human Collaboration IJCNLP 2025

Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration ACL 2025

Observing Micromotives and Macrobehavior of Large Language Models IJCNLP 2025

Progressive Multimodal Reasoning via Active Retrieval ACL 2025

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models EMNLP 2025

GraphAgent: Agentic Graph Language Assistant EMNLP 2025

Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent EMNLP 2025

ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ACL 2025

LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025

UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents EMNLP 2025

AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025