Tokenize 的音标为 /ˈtoʊ.kə.naɪz/,它是动词,意思是将文本或语音分解为更小的单元(如词汇、短语或字符)。在自然语言处理(NLP)中,tokenizer 是指用于将文本数据拆分为可操作单元(tokens)的一种工具或过程。
词汇意思:
Tokenize (动词) — 将文本分解为单个词、短语、符号等单元,通常用于计算机处理文本数据的步骤。
读音:
/ˈtoʊ.kə.naɪz/
用法:
Tokenize 常用于编程和计算机科学中,尤其是在处理自然语言时,指的是对文本进行预处理的操作。
例句:
The program will tokenize the text before analyzing it.
After we tokenize the sentences, we can proceed with part-of-speech tagging.
To improve search results, we need to tokenize the query string.
In order to train a machine learning model, we must first tokenize the input data.
The tokenizer splits the input text into individual words or phrases.
The tokenizer was designed to handle different languages and special characters.
We should tokenize the document into words to identify keyword frequencies.
Before feeding the data into the neural network, you must tokenize it properly.
The software uses a tokenizer to convert the text into tokens that can be processed.
Text data needs to be tokenized to allow for syntactic analysis in NLP.
短语搭配:
Tokenize a sentence — 分词句子
Tokenize the input — 分词输入数据
Tokenizer tool — 分词工具
Tokenized text — 已分词的文本
Tokenize the document — 分词文档