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Agent Systems

3885 directly classified papers

Papers per year

Papers

ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) AAAI 2025

Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025

Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models AAAI 2025

Towards Verifiable Text Generation with Generative Agent AAAI 2025

VERSE: Verification-based Self-Play for Code Instructions AAAI 2025

Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph AAAI 2025

VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning AAAI 2025

Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning AAAI 2025

WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment AAAI 2025

Infer Human’s Intentions Before Following Natural Language Instructions AAAI 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

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

Mixture of Knowledge Minigraph Agents for Literature Review Generation AAAI 2025

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

SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine AAAI 2025

CALM: Curiosity-Driven Auditing for Large Language Models AAAI 2025

PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection AAAI 2025

Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation AAAI 2025

Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges AAAI 2025

From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge AAAI 2025

Foundations of Multi-Agent Learning in Dynamic Environments: Where Reinforcement Learning Meets Strategic Decision-Making AAAI 2025

AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction AAAI 2025

ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement AAAI 2025

LITMUS++ : An Agentic System for Predictive Analysis of Low-Resource Languages Across Tasks and Models IJCNLP 2025