| HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts | May 30, 2025 | ARCGeneral Knowledge | CodeCode Available | 1 | 5 |
| Control LLM: Controlled Evolution for Intelligence Retention in LLM | Jan 19, 2025 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| HALO: Hierarchical Autonomous Logic-Oriented Orchestration for Multi-Agent LLM Systems | May 17, 2025 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 | 5 |
| Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment | Aug 18, 2023 | MMLURed Teaming | CodeCode Available | 1 | 5 |
| Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models | Oct 8, 2023 | MMLUNatural Language Understanding | CodeCode Available | 1 | 5 |
| ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization | Nov 22, 2023 | GPULanguage Modelling | CodeCode Available | 1 | 5 |
| Gemini: A Family of Highly Capable Multimodal Models | Dec 19, 2023 | 1 Image, 2*2 StitchingArithmetic Reasoning | CodeCode Available | 1 | 5 |
| Instruction Tuning With Loss Over Instructions | May 23, 2024 | HumanEvalMMLU | CodeCode Available | 1 | 5 |
| LM2: Large Memory Models | Feb 9, 2025 | DecoderMMLU | CodeCode Available | 1 | 5 |
| From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning | Apr 17, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 | 5 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 | 5 |
| CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning | Oct 14, 2024 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design | Oct 24, 2024 | Mixture-of-ExpertsMMLU | CodeCode Available | 1 | 5 |
| Prompt Optimization via Adversarial In-Context Learning | Dec 5, 2023 | Arithmetic ReasoningData-to-Text Generation | CodeCode Available | 1 | 5 |
| Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging | Jun 24, 2024 | MMLUModel Compression | CodeCode Available | 1 | 5 |
| A deeper look at depth pruning of LLMs | Jul 23, 2024 | MMLU | CodeCode Available | 1 | 5 |
| OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch | Sep 19, 2023 | BelebeleMMLU | CodeCode Available | 1 | 5 |
| Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments | Dec 16, 2024 | Clinical KnowledgeCollege Medicine | CodeCode Available | 1 | 5 |
| ArcMMLU: A Library and Information Science Benchmark for Large Language Models | Nov 30, 2023 | MMLU | CodeCode Available | 1 | 5 |
| LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain | Apr 2, 2024 | Argument MiningDecision Making | CodeCode Available | 1 | 5 |
| OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning | May 28, 2024 | MMLU | CodeCode Available | 1 | 5 |
| ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models | Aug 15, 2024 | In-Context LearningMMLU | CodeCode Available | 1 | 5 |
| Mobile-MMLU: A Mobile Intelligence Language Understanding Benchmark | Mar 26, 2025 | MMLUMultiple-choice | CodeCode Available | 1 | 5 |
| Efficient Online Data Mixing For Language Model Pre-Training | Dec 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs | Jul 5, 2024 | General KnowledgeInstruction Following | CodeCode Available | 1 | 5 |
