| L-AutoDA: Leveraging Large Language Models for Automated Decision-based Adversarial Attacks | Jan 27, 2024 | Adversarial AttackComputational Efficiency | CodeCode Available | 2 |
| Large Language Model with Region-guided Referring and Grounding for CT Report Generation | Nov 23, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 2 |
| A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language Model for Document Understanding | Jul 2, 2024 | document understandingKey Information Extraction | CodeCode Available | 2 |
| Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward | Apr 1, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach | Dec 19, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services | Sep 20, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| LaVy: Vietnamese Multimodal Large Language Model | Apr 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation | Feb 13, 2023 | Few-Shot LearningLanguage Modelling | CodeCode Available | 2 |
| Large Language Model Safety: A Holistic Survey | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| AutoMind: Adaptive Knowledgeable Agent for Automated Data Science | Jun 12, 2025 | Code GenerationLarge Language Model | CodeCode Available | 2 |
| Large Language Model Psychometrics: A Systematic Review of Evaluation, Validation, and Enhancement | May 13, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 2 |
| DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems | Jul 15, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Large language models can be zero-shot anomaly detectors for time series? | May 23, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 2 |
| LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation | Sep 30, 2024 | AttributeCollaborative Filtering | CodeCode Available | 2 |
| OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD | Mar 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Efficient LLM Scheduling by Learning to Rank | Aug 28, 2024 | BlockingChatbot | CodeCode Available | 2 |
| Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want | Mar 29, 2024 | Instruction FollowingLanguage Modelling | CodeCode Available | 2 |
| DreamLIP: Language-Image Pre-training with Long Captions | Mar 25, 2024 | Contrastive LearningImage-text Retrieval | CodeCode Available | 2 |
| CMMLU: Measuring massive multitask language understanding in Chinese | Jun 15, 2023 | Large Language Model | CodeCode Available | 2 |
| Drive Like a Human: Rethinking Autonomous Driving with Large Language Models | Jul 14, 2023 | Autonomous DrivingCommon Sense Reasoning | CodeCode Available | 2 |
| MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents | Aug 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data | Feb 12, 2025 | cross-modal alignmentLarge Language Model | CodeCode Available | 2 |
| Large Language Model Enhanced Recommender Systems: A Survey | Dec 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training | Sep 29, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| EarthGPT: A Universal Multi-modal Large Language Model for Multi-sensor Image Comprehension in Remote Sensing Domain | Jan 30, 2024 | Image ComprehensionInstruction Following | CodeCode Available | 2 |
| Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews | Mar 11, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions | Sep 13, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models | Jan 30, 2024 | Data CompressionLanguage Modelling | CodeCode Available | 2 |
| EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting | Jun 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization | Mar 5, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model | Apr 13, 2025 | DiagnosticLanguage Modeling | CodeCode Available | 2 |
| CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling | Sep 28, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| ARAGOG: Advanced RAG Output Grading | Apr 1, 2024 | Document EmbeddingLanguage Modeling | CodeCode Available | 2 |
| Muse: Text-To-Image Generation via Masked Generative Transformers | Jan 2, 2023 | Image GenerationLanguage Modelling | CodeCode Available | 2 |
| Large Language Model Guided Tree-of-Thought | May 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model | Mar 8, 2025 | Image Quality AssessmentLanguage Modeling | CodeCode Available | 2 |
| Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction | Mar 12, 2024 | Code GenerationLanguage Modelling | CodeCode Available | 2 |
| KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Application | May 28, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Models can Solve Computer Tasks | Mar 30, 2023 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion | Feb 4, 2024 | In-Context LearningKnowledge Graph Completion | CodeCode Available | 2 |
| ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback | Feb 15, 2024 | Computational chemistryGraph Neural Network | CodeCode Available | 2 |
| KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG | Feb 13, 2025 | Knowledge GraphsLarge Language Model | CodeCode Available | 2 |
| ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles | May 22, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| Alignment faking in large language models | Dec 18, 2024 | Large Language Model | CodeCode Available | 2 |
| Open Source Planning & Control System with Language Agents for Autonomous Scientific Discovery | Jul 9, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data | Dec 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Aligning to Thousands of Preferences via System Message Generalization | May 28, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt | Jun 6, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Large Language Model Instruction Following: A Survey of Progresses and Challenges | Mar 18, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |