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| Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs | Dec 10, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 |
| Balancing Efficiency and Effectiveness: An LLM-Infused Approach for Optimized CTR Prediction | Dec 9, 2024 | Click-Through Rate PredictionWorld Knowledge | —Unverified | 0 |
| Exploring Critical Testing Scenarios for Decision-Making Policies: An LLM Approach | Dec 9, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| World knowledge-enhanced Reasoning Using Instruction-guided Interactor in Autonomous Driving | Dec 9, 2024 | Autonomous DrivingWorld Knowledge | —Unverified | 0 |
| I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token | Dec 9, 2024 | World Knowledge | CodeCode Available | 1 |
| Retrieval-Augmented Machine Translation with Unstructured Knowledge | Dec 5, 2024 | Knowledge GraphsMachine Translation | CodeCode Available | 1 |
| A surprisal oracle for when every layer counts | Dec 4, 2024 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 0 |
| SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model | Dec 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Realistic Corner Case Generation for Autonomous Vehicles with Multimodal Large Language Model | Nov 29, 2024 | Autonomous VehiclesLanguage Modeling | —Unverified | 0 |
