| 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 |
| ART: Automatic multi-step reasoning and tool-use for large language models | Mar 16, 2023 | MMLU | CodeCode Available | 6 |
| REPLUG: Retrieval-Augmented Black-Box Language Models | Jan 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Inconsistencies in Masked Language Models | Dec 30, 2022 | LAMBADAMMLU | CodeCode Available | 0 |
| Large Language Models Encode Clinical Knowledge | Dec 26, 2022 | Clinical KnowledgeMedQA | CodeCode Available | 1 |
| Galactica: A Large Language Model for Science | Nov 16, 2022 | AnachronismsBias Detection | CodeCode Available | 4 |
| Measuring Progress on Scalable Oversight for Large Language Models | Nov 4, 2022 | Experimental DesignLanguage Modelling | —Unverified | 0 |
| Scaling Instruction-Finetuned Language Models | Oct 20, 2022 | Coreference ResolutionCross-Lingual Question Answering | CodeCode Available | 3 |
| Transcending Scaling Laws with 0.1% Extra Compute | Oct 20, 2022 | Arithmetic ReasoningCross-Lingual Question Answering | —Unverified | 0 |
| Atlas: Few-shot Learning with Retrieval Augmented Language Models | Aug 5, 2022 | Fact CheckingFew-Shot Learning | CodeCode Available | 2 |
| UL2: Unifying Language Learning Paradigms | May 10, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 1 |
| Training Compute-Optimal Large Language Models | Mar 29, 2022 | AnachronismsAnalogical Similarity | CodeCode Available | 6 |
