| Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography | Mar 26, 2024 | Anomaly DetectionLarge Language Model | CodeCode Available | 3 |
| Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference | Mar 21, 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 |
| GuardT2I: Defending Text-to-Image Models from Adversarial Prompts | Mar 3, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 3 |
| OpenGraph: Towards Open Graph Foundation Models | Mar 2, 2024 | Data AugmentationGraph Learning | CodeCode Available | 3 |
| IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact | Mar 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition | Feb 27, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 |
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | Feb 27, 2024 | 3D geometry3D Object Captioning | CodeCode Available | 3 |
| OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search | Feb 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Molecular Design | Feb 11, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 |
| ResumeFlow: An LLM-facilitated Pipeline for Personalized Resume Generation and Refinement | Feb 9, 2024 | HallucinationLanguage Modelling | CodeCode Available | 3 |
| Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents | Feb 8, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 |
| AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls | Feb 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation | Jan 22, 2024 | BenchmarkingDiagnostic | CodeCode Available | 3 |
| Small LLMs Are Weak Tool Learners: A Multi-LLM Agent | Jan 14, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| GroundingGPT:Language Enhanced Multi-modal Grounding Model | Jan 11, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model | Jan 4, 2024 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 3 |
| TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones | Dec 28, 2023 | Computational EfficiencyImage Captioning | CodeCode Available | 3 |
| SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling | Dec 23, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 |
| Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint | Dec 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Taiwan LLM: Bridging the Linguistic Divide with a Culturally Aligned Language Model | Nov 29, 2023 | DiversityLanguage Modeling | CodeCode Available | 3 |
| Large Language Model based Long-tail Query Rewriting in Taobao Search | Nov 7, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 3 |
| SkyMath: Technical Report | Oct 25, 2023 | GSM8KLanguage Modeling | CodeCode Available | 3 |
