Agent Systems

BannerAgency: Advertising Banner Design with Multimodal LLM Agents EMNLP 2025 BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks ACL 2025 Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter AACL 2025 BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum EMNLP 2025 Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines ACL 2025 Benchmarking Agentic Workflow Generation ICLR 2025 Benchmarking Failures in Tool-Augmented Language Models NAACL 2025 Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories ACL 2025 Benchmarking Uncertainty Metrics for LLM Target-Aware Search EMNLP 2025 BeSimulator: A Large Language Model Powered Text-based Behavior Simulator EMNLP 2025 Better Red Teaming via Searching with Large Language Model ACL 2025 Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback ICLR 2025 Beyond Browsing: API-Based Web Agents ACL 2025 Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ACL 2025 Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents ACL 2025 Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025 Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models AAAI 2025 Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation ACL 2025 Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems EMNLP 2025 Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering ICCV 2025 Bidirectional Human-AI Learning in Real-Time Disoriented Balancing AAAI 2025 BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions ICLR 2025 BimArt: A Unified Approach for the Synthesis of 3D Bimanual Interaction with Articulated Objects CVPR 2025 BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning AAAI 2025 BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments ICLR 2025