Large language models (LLMs) have demonstrated their ability to learn in-context, allowing them to perform various tasks based on a few input-output examples. However, the effectiveness of in-context learning is heavily reliant on the quality of the selected examples. In ...
论文主要采用few-shot这种In-context learning的形式增强输入(Prompt)。如上图所示,在不同任务上,in-context examples的数量影响不同,在不同的模型上也是如此。由于有些任务比较简单,例如二分类的IMDB数据库,增加in-context examples并不会对结果有明显的影响。在模型方面,由于window size的限制,过多的in-context ...
(2)Examples: English—speaking culture tends to teach its people to name what is practical, useful and important. In a general sense, the important things take on specific names while the less important things have general names that must be modified through additional words to become specific. ...
Language is central to the learning process because it is the medium through which we communicate knowledge. Knowledge is contained in the form of language and passed on and shared through the same. Being firmly rooted in...
Obviously, I don't study languages every single day because that would be completely unsuitable in my situation.显然，我不会每天都学习语言，因为那完全不适合我的情况。So I'm just going to describe to you an average day which is just an example of the day that I would normally do if I ...
In fact, a deliberate violation itself can convey meaning. Other non-verbal behaviors are done consciously like the U.S. gestures that indicate approval, such as thumbs up, or making a circle with your thumb and forefinger—“OK.” Other examples are waving at someone or putting a fore...
第二语言获得理论(Second Language Acquisition Theory)实验研究表明,任何形式的的输出练习(说出/写出),都不能使语言能力得到提高。死记硬背单词、语法、对话都不能让语言能力得到提高。语言的输出(说/写)能力,只能通过大量的可理解性输入(听/读)而获得。当一门语言的可理解性输入的量足够多时,就能自然而然地进行...
(context:ExtensionContext){// The server is implemented in nodeletserverModule=context.asAbsolutePath(path.join('server','server.js'));// The debug options for the serverletdebugOptions={execArgv:["--nolazy","--debug=6004"]};// If the extension is launch in debug mode the debug ...
SQL queries in Java string literals Fenced code blocks within Markdown files Injected code is always bound to a specific context that depends on the surrounding code, and the IntelliJ Platform treats injected fragments as separate small files that are in a different language. To ensure highlighting...
3.Lead students to use the present perfect continuous tense in the context. Teaching difficult points: 1.How to use the present perfect continuous tense in the real situations. 2.Distinguish the present perfect continuous tense from the presen...