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Abstractive summarization methods generate new text that did not exist in the original text. [12] This has been applied mainly for text. Abstractive methods build an internal semantic representation of the original content (often called a language model), and then use this representation to create a summary that is closer to what a human might express.
Multi-document summarization is an automatic procedure aimed at extraction of information from multiple texts written about the same topic. The resulting summary report allows individual users, such as professional information consumers, to quickly familiarize themselves with information contained in a large cluster of documents.
The artificial intelligence tool ChatGPT has potential to change education in and out of classrooms. Teachers discuss its ability to write essays for students. ... Write a 500-word essay on ...
Longer academic essays (often with a word limit of between 2,000 and 5,000 words) [citation needed] are often more discursive. They sometimes begin with a short summary analysis of what has previously been written on a topic, which is often called a literature review. [citation needed]
Paraphrase or paraphrasing in computational linguistics is the natural language processing task of detecting and generating paraphrases.Applications of paraphrasing are varied including information retrieval, question answering, text summarization, and plagiarism detection. [1]
The TV style guideline specifies a maximum of 200 words for entries in episode lists and up to 400 words for standalone episode articles. The Video game style guideline advises no more than approximately 700 words. While longer descriptions may appear to provide more information, a concise summary can highlight the most important plot elements.
The informative abstract, also known as the complete abstract, is a compendious summary of a paper's substance and its background, purpose, methodology, results, and conclusion. [ 23 ] [ 24 ] Usually between 100 and 200 words, the informative abstract summarizes the paper's structure, its major topics and key points. [ 23 ]
Often, summarizing highly technical details can improve the readability of the text for general readers and experts alike. For example, a long-winded mathematical proof is unlikely to be read by either a general reader or an expert, but a short summary of the proof can inform a general reader without reducing the usefulness to an expert reader.
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