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Multi-task Language Understanding

The test covers 57 tasks including elementary mathematics, US history, computer science, law, and more. https://arxiv.org/pdf/2009.03300.pdf

Papers

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Showing 31–40 of 57 papers

Title	Date	Tasks	Status	Hype
Model Card and Evaluations for Claude Models	Jul 11, 2023	Arithmetic ReasoningBug fixing	—Unverified	0
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning	Jun 25, 2023	counterfactualMath	—Unverified	0
MERGE: Fast Private Text Generation	May 25, 2023	Code CompletionMulti-task Language Understanding	CodeCode Available	0
PaLM 2 Technical Report	May 17, 2023	Code GenerationCommon Sense Reasoning	CodeCode Available	0
BloombergGPT: A Large Language Model for Finance	Mar 30, 2023	Causal JudgmentCommon Sense Reasoning	CodeCode Available	0
GPT-4 Technical Report	Mar 15, 2023	answerability predictionArithmetic Reasoning	CodeCode Available	6
LLaMA: Open and Efficient Foundation Language Models	Feb 27, 2023	Arithmetic ReasoningCode Generation	CodeCode Available	7
REPLUG: Retrieval-Augmented Black-Box Language Models	Jan 30, 2023	Language ModelingLanguage Modelling	CodeCode Available	3
Galactica: A Large Language Model for Science	Nov 16, 2022	AnachronismsBias Detection	CodeCode Available	4
Scaling Instruction-Finetuned Language Models	Oct 20, 2022	Coreference ResolutionCross-Lingual Question Answering	CodeCode Available	3

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