11Our code is publicly available at https://github.com/princeton-nlp/WhatICLLearns.1 Introduction Large language models (LLMs) have demonstrated the ability to perform in-context learning (ICL), i.e., “learning” to perform a task purely from examples in the context without any parameter ...
In this paper, we conduct a comprehensive study of In-Context Learning (ICL) by addressing several open questions: (a) What type of ICL estimator is learned by large language models? (b) What is a proper performance metric for ICL and what is the error rate? (c) How does the transform...
用线性模型进行调查 Neural sequence models, especially transformers, exhibit a remarkable capacity for in-context learning. They can construct new predictors from sequences of labeled examples $(x, f(x))$ presented in the input without further parameter updates. We investigate the hypothesis that tra...
In Context Learning含义:通过添加示例使模型在inference阶段实现学习(不存在更新) perform a new task via inference alone by conditioning on a few input label pairs (demonstrations) and making predictions for new inputs. Contributions: 提出ground truth demonstrations are not required– randomly replacing la...
learning to follow instructions as a variant of in-context learning SFT 、ICL的warmup 还是instruction tuning? Fantastically ordered prompts and where to find them: Overcoming few-shot prompt order sensitivity。。。 好吧 这部分不太感兴趣 An explanation of in-context learning as implicit bayesian...
The innovative learning method encourages us to learn words in context. What does “in context” mean? A. in a book B. in a sentence C. in a dictionary D. in a classroom 相关知识点: 试题来源: 解析 B。“in context”是在上下文中,B 选项在句子中是在上下文中学习单词的方式;A 选项在一...
In the context of international education, what kind of training program is most beneficial for teachers' development? A. Short-term workshops B. Long-term study abroad programs C. Intensive summer courses D. Regular online webinars 相关知识点: ...
In the context of lifelong learning, what is more valuable? A. Memorizing facts quickly. B. Understanding concepts deeply. C. Completing tasks quickly. D. Getting high scores in tests. 相关知识点: 试题来源: 解析 B。本题考查对价值的判断。A 选项快速记忆事实并非最重要;C 选项快速完成任务不是...
百度试题 题目In high-context cultures, what people mean is judged only by their words.相关知识点: 试题来源: 解析 × 反馈 收藏
A.Context denotes some physical environment or setting in which we produce or comprehend utterances.B.Context refers to some invisible social or mental factors, esp. Social distance, power relations, encyclopedic knowledge and expectations, that affect the production or comprehension of certain utterances...