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2. Automatic summarization - Wikipedia

   en.wikipedia.org/wiki/Automatic_summarization

   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.

3. Multi-document summarization - Wikipedia

   en.wikipedia.org/wiki/Multi-document_summarization

   Ultimate Research Assistant [2] - performs text mining on Internet search results to help summarize and organize them and make it easier for the user to perform online research. Specific text mining techniques used by the tool include concept extraction, text summarization, hierarchical concept clustering (e.g., automated taxonomy generation ...

4. Sentence extraction - Wikipedia

   en.wikipedia.org/wiki/Sentence_extraction

   Sentence extraction is a technique used for automatic summarization of a text. In this shallow approach, statistical heuristics are used to identify the most salient sentences of a text. Sentence extraction is a low-cost approach compared to more knowledge-intensive deeper approaches which require additional knowledge bases such as ontologies ...

5. Text summarization - Wikipedia

   en.wikipedia.org/?title=Text_summarization&...

   This page was last edited on 13 October 2021, at 13:46 (UTC).; Text is available under the Creative Commons Attribution-ShareAlike 4.0 License; additional terms may apply.

6. T5 (language model) - Wikipedia

   en.wikipedia.org/wiki/T5_(language_model)

   T5 (Text-to-Text Transfer Transformer) is a series of large language models developed by Google AI introduced in 2019. [ 1 ] [ 2 ] Like the original Transformer model, [ 3 ] T5 models are encoder-decoder Transformers , where the encoder processes the input text, and the decoder generates the output text.

7. AI just took another huge step: Sam Altman debuts OpenAI’s ...

   www.aol.com/finance/openai-sora-text-video-tool...

   Innovation speed. The arrival of a tool as powerful as Sora only months after previous sophomoric attempts like the Will Smith video helps explain both the pace of innovation in the field as well ...