可利用预训练语言模型如BERT或Sentence-BERT将基于文本的记忆转化为语义向量,同时图神经网络 (GNNs) 可以学习知识图等结构化记忆的向量表示,捕捉节点和边的关系。为了实现高效的检索,可构建多层混合索引结构,结合倒排索引进行关键词匹配,使用Faiss或Annoy等向量索引进行相似性搜索,并利用图索引进行结构化查询。 上下文感知...
(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...
First, note that the second part of the above shared seven-part agreement – the vision of what passive AIs can produce on behalf of humanity – is less plausible for Choice 4 of the list shown earlier, in which there is a global pause on any platform-level improvements on AI capability,...
"""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...
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...
The meaning of TRAGUS is the prominence in front of the external opening of the outer ear. Lend Us Your Ear for the History of Tragus
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Even an experienced pilot's body is not able to handle the strain of piloting an Agiera long-term. Whether a pilot goes for long hours in a single stretch or pilots monthly over the course of one's lifetime, the body is ill equipped to deal with stresses such as: breathing in the ...
• Crazy 8s: Sketch eight distinct ideas in eight minutes. ... However, if I specifically ask for "standard markdown": Create a bulletpoint list of UX design brainstorming techniques - just a name and a single sentence describing each. Respond using standard markdown. Then I get: Here...
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...