| Black-Box Tuning for Language-Model-as-a-Service | Jan 10, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| MC-LLaVA: Multi-Concept Personalized Vision-Language Model | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| mDPO: Conditional Preference Optimization for Multimodal Large Language Models | Jun 17, 2024 | HallucinationLanguage Modeling | CodeCode Available | 2 |
| Composed Image Retrieval for Remote Sensing | May 24, 2024 | Composed Image Retrieval (CoIR)Descriptive | CodeCode Available | 2 |
| Mega: Moving Average Equipped Gated Attention | Sep 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
| GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance | May 11, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Compression Represents Intelligence Linearly | Apr 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Mellow: a small audio language model for reasoning | Mar 11, 2025 | Audio captioningLanguage Modeling | CodeCode Available | 2 |
| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
| Memory Mosaics | May 10, 2024 | DisentanglementIn-Context Learning | CodeCode Available | 2 |
| Metadata Conditioning Accelerates Language Model Pre-training | Jan 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models | Sep 21, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 2 |
| An Egocentric Vision-Language Model based Portable Real-time Smart Assistant | Mar 6, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| HGRN2: Gated Linear RNNs with State Expansion | Apr 11, 2024 | Image ClassificationLanguage Modeling | CodeCode Available | 2 |
| GraphWiz: An Instruction-Following Language Model for Graph Problems | Feb 25, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval | Jul 2, 2023 | Biomedical Information RetrievalContrastive Learning | CodeCode Available | 2 |
| Graph Language Models | Jan 13, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 2 |
| Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers | Jan 4, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Mixture of A Million Experts | Jul 4, 2024 | Computational EfficiencyLanguage Modeling | CodeCode Available | 2 |
| GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks | Feb 11, 2024 | Graph Question AnsweringInstruction Following | CodeCode Available | 2 |
| Grounded 3D-LLM with Referent Tokens | May 16, 2024 | Dense CaptioningDiversity | CodeCode Available | 2 |
| Diabetica: Adapting Large Language Model to Enhance Multiple Medical Tasks in Diabetes Care and Management | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments | Mar 4, 2025 | 2D Panoptic SegmentationGraph Generation | CodeCode Available | 2 |
| MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression | Jun 21, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| GPT or BERT: why not both? | Oct 31, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 2 |
| Modifying Large Language Model Post-Training for Diverse Creative Writing | Mar 21, 2025 | DiversityLanguage Modeling | CodeCode Available | 2 |
| Continuous Diffusion Model for Language Modeling | Feb 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| BianCang: A Traditional Chinese Medicine Large Language Model | Nov 17, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 2 |
| An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM | Mar 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design | Jan 15, 2025 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 2 |
| GPT Understands, Too | Mar 18, 2021 | Knowledge ProbingLanguage Modeling | CodeCode Available | 2 |
| MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining | Dec 29, 2023 | GPULanguage Modeling | CodeCode Available | 2 |
| Beyond Text: Frozen Large Language Models in Visual Signal Comprehension | Mar 12, 2024 | DeblurringDecoder | CodeCode Available | 2 |
| BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing | Jun 30, 2022 | DiversityLanguage Model Evaluation | CodeCode Available | 2 |
| GPT-Driver: Learning to Drive with GPT | Oct 2, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| Control Industrial Automation System with Large Language Model Agents | Sep 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Granite Guardian | Dec 10, 2024 | HallucinationLanguage Modeling | CodeCode Available | 2 |
| Grounding Language Models to Images for Multimodal Inputs and Outputs | Jan 31, 2023 | Image RetrievalIn-Context Learning | CodeCode Available | 2 |
| BEYOND DIALOGUE: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model | Aug 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model | Jul 9, 2024 | Chart UnderstandingLanguage Modeling | CodeCode Available | 2 |
| GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest | Jul 7, 2023 | AttributeCommon Sense Reasoning | CodeCode Available | 2 |
| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction | Oct 5, 2023 | Event Argument ExtractionEvent Extraction | CodeCode Available | 2 |
| GOFA: A Generative One-For-All Model for Joint Graph Language Modeling | Jul 12, 2024 | AllLanguage Modeling | CodeCode Available | 2 |
| GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction | May 30, 2023 | Image GenerationInstruction Following | CodeCode Available | 2 |
| GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI | Nov 21, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval | Jan 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation | Apr 10, 2025 | Contrastive LearningLanguage Modeling | CodeCode Available | 2 |
| Language Model Powered Digital Biology with BRAD | Sep 4, 2024 | ChatbotCode Generation | CodeCode Available | 2 |
| GODEL: Large-Scale Pre-Training for Goal-Directed Dialog | Jun 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GPT Can Solve Mathematical Problems Without a Calculator | Sep 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |