| CarLLaVA: Vision language models for camera-only closed-loop driving | Jun 14, 2024 | Autonomous DrivingBench2Drive | CodeCode Available | 3 |
| Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks | Jun 12, 2024 | BenchmarkingChatbot | CodeCode Available | 3 |
| Multimodal Table Understanding | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning | Jun 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| MeshXL: Neural Coordinate Field for Generative 3D Foundation Models | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | May 30, 2024 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 3 |
| Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention | May 27, 2024 | GPULanguage Modeling | CodeCode Available | 3 |
| Improving Transformers with Dynamically Composable Multi-Head Attention | May 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing | Apr 30, 2024 | Computational EfficiencyHallucination | CodeCode Available | 3 |
| A Survey on the Memory Mechanism of Large Language Model based Agents | Apr 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Deep Learning and LLM-based Methods Applied to Stellar Lightcurve Classification | Apr 16, 2024 | Feature EngineeringLanguage Modeling | CodeCode Available | 3 |
| Rho-1: Not All Tokens Are What You Need | Apr 11, 2024 | AllContinual Pretraining | CodeCode Available | 3 |
| Enhancing Decision Analysis with a Large Language Model: pyDecision a Comprehensive Library of MCDA Methods in Python | Apr 9, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 3 |
| PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection | Apr 8, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 3 |
| MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation | Apr 8, 2024 | Image GenerationImage-to-Image Translation | CodeCode Available | 3 |
| Evalverse: Unified and Accessible Library for Large Language Model Evaluation | Apr 1, 2024 | Language Model EvaluationLanguage Modeling | CodeCode Available | 3 |
| M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models | Mar 31, 2024 | Image-text RetrievalLanguage Modeling | CodeCode Available | 3 |
| TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models | Mar 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference | Mar 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba | Mar 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| GiT: Towards Generalist Vision Transformer through Universal Language Interface | Mar 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression | Mar 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation | Mar 11, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 |
| Embodied Understanding of Driving Scenarios | Mar 7, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 |
