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Tag: Summarization

Summarizing A.I. Articles using A.I. (What else??)
Latest  Machine Learning

Summarizing A.I. Articles using A.I. (What else??)

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July 20, 2023

Author(s): Jair Ribeiro Originally published on Towards AI. This is how I’m using Artificial Intelligence to summarize my favorite articles about… Artificial Intelligence and build a weekly newsletter. I read an endless number of articles every week about A.I., and I believe …

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How To Train a Seq2Seq Summarization Model Using β€œBERT” as Both Encoder and Decoder!! (BERT2BERT)
Latest  Machine Learning

How To Train a Seq2Seq Summarization Model Using β€œBERT” as Both Encoder and Decoder!! (BERT2BERT)

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July 18, 2023

Author(s): Ala Alam Falaki Originally published on Towards AI. BERT is a well-known and powerful pre-trained β€œencoder” model. Let’s see how we can use it as a β€œdecoder” to form an encoder-decoder architecture. Photo by Aaron Burden on Unsplash The Transformer architecture …

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SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization (Paper Review/Explained)
Latest  Machine Learning

SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization (Paper Review/Explained)

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March 14, 2022

Author(s): Ala Alam Falaki Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Figure 1. The overall introduced architecture by the paper. (taken from [1]) This paper was published in June 2021, not relatively …

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OpenAI Threw Resources at Book Summarization Task (Paper Review/Explained)
Latest  Machine Learning

OpenAI Threw Resources at Book Summarization Task (Paper Review/Explained)

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October 8, 2021

Author(s): Ala Alam Falaki Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Explain the β€œRecursively Summarizing Books with Human Feedback” paper and its effectiveness. Photo by MikoΕ‚aj on Unsplash You might be familiar …

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