| Llemma: An Open Language Model For Mathematics | Oct 16, 2023 | Arithmetic ReasoningAutomated Theorem Proving | CodeCode Available | 3 |
| Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model | Jan 4, 2024 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 3 |
| CRAG -- Comprehensive RAG Benchmark | Jun 7, 2024 | HallucinationLanguage Modelling | CodeCode Available | 3 |
| DARWIN 1.5: Large Language Models as Materials Science Adapted Learners | Dec 16, 2024 | Large Language ModelMulti-Task Learning | CodeCode Available | 3 |
| An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use Cases | Jul 15, 2024 | Attributecounterfactual | CodeCode Available | 3 |
| GroundingGPT:Language Enhanced Multi-modal Grounding Model | Jan 11, 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 |
| LayerKV: Optimizing Large Language Model Serving with Layer-wise KV Cache Management | Oct 1, 2024 | GPULanguage Modeling | CodeCode Available | 3 |
| Lifelong Learning of Large Language Model based Agents: A Roadmap | Jan 13, 2025 | Incremental LearningLanguage Modeling | CodeCode Available | 3 |
| LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale | Aug 10, 2024 | GPULanguage Modelling | CodeCode Available | 3 |
| MeshXL: Neural Coordinate Field for Generative 3D Foundation Models | May 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| OpenGraph: Towards Open Graph Foundation Models | Mar 2, 2024 | Data AugmentationGraph Learning | CodeCode Available | 3 |
| Retrieval Head Mechanistically Explains Long-Context Factuality | Apr 24, 2024 | Continual PretrainingHallucination | CodeCode Available | 3 |
| Control Industrial Automation System with Large Language Model Agents | Sep 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Models can Solve Computer Tasks | Mar 30, 2023 | Language ModellingLarge Language Model | 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 |
| KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG | Feb 13, 2025 | Knowledge GraphsLarge Language Model | CodeCode Available | 2 |
| Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning | Jun 23, 2025 | GPULarge 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 |
| Compiler Optimization via LLM Reasoning for Efficient Model Serving | Jun 2, 2025 | Compiler OptimizationLarge Language Model | CodeCode Available | 2 |
| Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt | Jun 6, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning | Sep 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Large Language Model Instruction Following: A Survey of Progresses and Challenges | Mar 18, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
