| Odyssey: Empowering Minecraft Agents with Open-World Skills | Jul 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models | Jul 22, 2024 | Language Modeling | CodeCode Available | 3 |
| An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use Cases | Jul 15, 2024 | Attributecounterfactual | CodeCode Available | 3 |
| Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts | Jul 9, 2024 | 3D Object Editing3D Reconstruction | CodeCode Available | 3 |
| TokenPacker: Efficient Visual Projector for Multimodal LLM | Jul 2, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts | Jun 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Detecting hallucinations in large language models using semantic entropy | Jun 19, 2024 | Large Language ModelQuestion Answering | CodeCode Available | 3 |
| AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning | Jun 17, 2024 | Language ModelingLanguage Modelling | 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 |
| CRAG -- Comprehensive RAG Benchmark | Jun 7, 2024 | HallucinationLanguage Modelling | CodeCode Available | 3 |
| MeshXL: Neural Coordinate Field for Generative 3D Foundation Models | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation | May 30, 2024 | DiversityDrug Design | CodeCode Available | 3 |
| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | May 30, 2024 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 3 |
| CHESS: Contextual Harnessing for Efficient SQL Synthesis | May 27, 2024 | Large Language ModelPrivacy Preserving | CodeCode Available | 3 |
| Semantic Gesticulator: Semantics-Aware Co-Speech Gesture Synthesis | May 16, 2024 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| 4D Panoptic Scene Graph Generation | May 16, 2024 | 4D Panoptic SegmentationGraph Generation | CodeCode Available | 3 |
| Retrieval Head Mechanistically Explains Long-Context Factuality | Apr 24, 2024 | Continual PretrainingHallucination | 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 |
| 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 |
| 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 |
| 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 |