(In Context Learning和Instruct在一些文献中的叫法比较混乱,一般认为,In Context Learning是对于某项任务带有示例的prompt描述,对应着few-shot的能力,而Instruct作为chatgpt中的接口描述,往往是对于某项任务的抽象描述,例如:给下面一句话做分词,更多时候对应的是zero-shot的能力,仅代表个人理解..)。 在1.3节已经介绍过...
“humans do not require large supervised datasets to learn most language tasks – a brief directive in natural language (e.g. “please tell me if this sentence describes something happy or something sad”) or at most a tiny number of demonstrations (e.g. “here are two examples of people...
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Really spend a lot of time in our tools, tracking telemetry, hearing feedback from people, and then creating this very tight operating rhythm where in the context of a cycle, six to seven-week process, we have a very falsifiable mission. Every single team can express in...
(Alternative, equally valid versions of that sentence would involve the words ‘ideology’, ‘worldview’, ‘identity’, or ‘tribal status’, in place of ‘salary’.) Robust institutions should have prevented humanity from making choices that were comfortable but wrong. In previous decades, that...
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"""Simple retriever using sentence embeddings""" def __init__(self, model_name: str = 'all-MiniLM-L6-v2'): self.model = SentenceTransformer(model_name) self.documents = [] self.embeddings = None def add_document(self, document: str): """Add a document to the retriever. Args: docum...
Please Login in order to comment! Master MGatta Jul 16, 2019 08:09 Hi, that was a very interesting article. I loved the beginning quote. I think in this sentence "However, the proposition, and, at times, shape of these are altered." it's supposed to be proportion, not proposit...
Were Elsie and her aunt in the same room? This challenge requires the AI to have basic background knowledge about telephone conversations. Most people know about remote communications and how telephones work, and therefore they can infer many things that are missing in the sentence, such as the...
To study the effect of aging on this linguistic task, we used the number of correct answers (accuracy) and execution time of commands in the different subtests of the test. An additional aim was to study the correlation of sentence comprehension ability with cognitive functions. The cognitive ...