Agent Systems

Automated test generation to evaluate tool-augmented LLMs as conversational AI agents EMNLP 2024 Automatically Testing Functional Properties of Code Translation Models AAAI 2024 Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024 Autonomous Agents for Collaborative Task under Information Asymmetry NeurIPS 2024 Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality ACL 2024 AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024 AvatarGPT: All-in-One Framework for Motion Understanding Planning Generation and Beyond CVPR 2024 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NeurIPS 2024 A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level AAAI 2024 A Visual Active Search Framework for Geospatial Exploration WACV 2024 BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents ACL 2024 BAGEL: Bootstrapping Agents by Guiding Exploration with Language ICML 2024 BAKU: An Efficient Transformer for Multi-Task Policy Learning NeurIPS 2024 Balancing Context Length and Mixing Times for Reinforcement Learning at Scale NeurIPS 2024 Barely Random Algorithms and Collective Metrical Task Systems NeurIPS 2024 BASES: Large-scale Web Search User Simulation with Large Language Model based Agents EMNLP 2024 Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024 Be Helpful but Don’t Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support EMNLP 2024 BeliefFlow: A Framework for Logic-Based Belief Diffusion via Iterated Belief Change AAAI 2024 Belief-State Query Policies for User-Aligned POMDPs NeurIPS 2024 Benchmarking Data Science Agents ACL 2024 Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions CVPR 2024 Better Neural PDE Solvers Through Data-Free Mesh Movers ICLR 2024 Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication EMNLP 2024 Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants’ API Invocation Capabilities COLING 2024