| LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain | Apr 2, 2024 | Argument MiningDecision Making | CodeCode Available | 1 |
| OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising | Apr 2, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models | Apr 1, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Language Models are Spacecraft Operators | Mar 30, 2024 | Decision MakingPrompt Engineering | CodeCode Available | 1 |
| Linguistic Calibration of Long-Form Generations | Mar 30, 2024 | Decision MakingForm | CodeCode Available | 1 |
| Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces | Mar 29, 2024 | Decision MakingMamba | CodeCode Available | 1 |
| Optimization-based Prompt Injection Attack to LLM-as-a-Judge | Mar 26, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| MMIDR: Teaching Large Language Model to Interpret Multimodal Misinformation via Knowledge Distillation | Mar 21, 2024 | Data AugmentationDecision Making | CodeCode Available | 1 |
| Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models | Mar 20, 2024 | Decision MakingImage Generation | CodeCode Available | 1 |
| Uncertainty quantification for data-driven weather models | Mar 20, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 1 |
| Probabilistic Calibration by Design for Neural Network Regression | Mar 18, 2024 | Decision Makingregression | CodeCode Available | 1 |
| LLM Guided Evolution - The Automation of Models Advancing Models | Mar 18, 2024 | AutoMLDecision Making | CodeCode Available | 1 |
| Driving Style Alignment for LLM-powered Driver Agent | Mar 17, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models | Mar 12, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Transformer | Mar 12, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents | Mar 8, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations | Mar 6, 2024 | Decision Making | CodeCode Available | 1 |
| MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding | Mar 5, 2024 | 3D visual groundingDecision Making | CodeCode Available | 1 |
| AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation | Mar 5, 2024 | ArticlesDecision Making | CodeCode Available | 1 |
| ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates | Mar 3, 2024 | Decision MakingModel Predictive Control | CodeCode Available | 1 |
| Playing NetHack with LLMs: Potential & Limitations as Zero-Shot Agents | Mar 1, 2024 | Decision MakingMinecraft | CodeCode Available | 1 |
| MemoNav: Working Memory Model for Visual Navigation | Feb 29, 2024 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Large Language Models are Learnable Planners for Long-Term Recommendation | Feb 29, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| Benchmarking Data Science Agents | Feb 27, 2024 | BenchmarkingCode Generation | CodeCode Available | 1 |
| How Can LLM Guide RL? A Value-Based Approach | Feb 25, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
