| Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models | Jun 23, 2024 | Machine TranslationMMLU | CodeCode Available | 1 |
| LiveMind: Low-latency Large Language Models with Simultaneous Inference | Jun 20, 2024 | Collaborative InferenceLanguage Modeling | CodeCode Available | 1 |
| OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning | May 28, 2024 | MMLU | CodeCode Available | 1 |
| Instruction Tuning With Loss Over Instructions | May 23, 2024 | HumanEvalMMLU | CodeCode Available | 1 |
| LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain | Apr 2, 2024 | Argument MiningDecision Making | CodeCode Available | 1 |
| Unfamiliar Finetuning Examples Control How Language Models Hallucinate | Mar 8, 2024 | MMLUMultiple-choice | CodeCode Available | 1 |
| To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering | Mar 4, 2024 | MedQAMMLU | CodeCode Available | 1 |
| Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers | Feb 27, 2024 | MMLU | CodeCode Available | 1 |
| Gemini: A Family of Highly Capable Multimodal Models | Dec 19, 2023 | 1 Image, 2*2 StitchingArithmetic Reasoning | CodeCode Available | 1 |
| Efficient Online Data Mixing For Language Model Pre-Training | Dec 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prompt Optimization via Adversarial In-Context Learning | Dec 5, 2023 | Arithmetic ReasoningData-to-Text Generation | CodeCode Available | 1 |
| ArcMMLU: A Library and Information Science Benchmark for Large Language Models | Nov 30, 2023 | MMLU | CodeCode Available | 1 |
| ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization | Nov 22, 2023 | GPULanguage Modelling | CodeCode Available | 1 |
| An Open Source Data Contamination Report for Large Language Models | Oct 26, 2023 | HellaSwagLanguage Modeling | CodeCode Available | 1 |
| Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models | Oct 8, 2023 | MMLUNatural Language Understanding | CodeCode Available | 1 |
| A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration | Oct 3, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch | Sep 19, 2023 | BelebeleMMLU | CodeCode Available | 1 |
| Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment | Aug 18, 2023 | MMLURed Teaming | CodeCode Available | 1 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 |
| The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models | May 24, 2023 | Language ModellingMath | CodeCode Available | 1 |
| Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers | May 21, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 |
| Towards Expert-Level Medical Question Answering with Large Language Models | May 16, 2023 | Medical Question AnsweringMedQA | CodeCode Available | 1 |
| From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning | Apr 17, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 |
| Large Language Models Encode Clinical Knowledge | Dec 26, 2022 | Clinical KnowledgeMedQA | CodeCode Available | 1 |
| UL2: Unifying Language Learning Paradigms | May 10, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 1 |
