Agent Systems

Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024 Binding Touch to Everything: Learning Unified Multimodal Tactile Representations CVPR 2024 Bipartite Graph Diffusion Model for Human Interaction Generation WACV 2024 BIPED: Pedagogically Informed Tutoring System for ESL Education ACL 2024 BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024 Bootstrapping Cognitive Agents with a Large Language Model AAAI 2024 Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ACL 2024 Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning ICML 2024 Budget-Constrained Tool Learning with Planning ACL 2024 Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024 Butterfly Effects of SGD Noise: Error Amplification in Behavior Cloning and Autoregression ICLR 2024 Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies NeurIPS 2024 Can a transformer represent a Kalman filter? L4DC 2024 Can Language Models Serve as Text-Based World Simulators? ACL 2024 Can Large Language Model Agents Simulate Human Trust Behavior? NeurIPS 2024 Can large language models explore in-context? NeurIPS 2024 Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model ACL 2024 Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? NeurIPS 2024 Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It’s Complicated AAAI 2024 Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024 Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification NeurIPS 2024 ChatDev: Communicative Agents for Software Development ACL 2024 ChatMol Copilot: An Agent for Molecular Modeling and Computation Powered by LLMs ACL 2024 ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles CVPR 2024 Citation-Enhanced Generation for LLM-based Chatbots ACL 2024