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<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting · HackerPapers discussions</title><link>https://hackerpaper.kaipfister.de/p/2309.04269/</link><description>Collected HN comments and submissions linking this paper.</description><language>en</language><lastBuildDate>Mon, 02 Nov 2026 11:16:22 GMT</lastBuildDate><atom:link href="https://hackerpaper.kaipfister.de/p/2309.04269/feed.xml" rel="self" type="application/rss+xml" /><item><title>From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting — mentioned by lyu07282</title><link>https://news.ycombinator.com/item?id=41028646</link><guid isPermaLink="false">urn:hackerpapers:mention:2309.04269:41028646</guid><pubDate>Sun, 21 Jul 2024 22:06:59 GMT</pubDate><description>&lt;p&gt;I wouldn&amp;#x27;t call that an evaluation. They are expressing subjective opinions and feelings, text summarization is an active area of research, there are many benchmark datasets and evaluation measures that make progress quantifiable. Which makes rants like this seem rather pointless and uninformed. Here is an example for something less subjective: https://arxiv.org/abs/2309.04269&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2309.04269/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item><item><title>From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting — HN submission</title><link>https://news.ycombinator.com/item?id=38255377</link><guid isPermaLink="false">urn:hackerpapers:submission:2309.04269:38255377</guid><pubDate>Mon, 13 Nov 2023 21:05:45 GMT</pubDate><description>&lt;p&gt;From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting&lt;/p&gt;&lt;p&gt;&lt;/p&gt;&lt;p&gt;2 points; 0 discussion replies on HN. &lt;a href="https://hackerpaper.kaipfister.de/p/2309.04269/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item><item><title>From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting — mentioned by kevo1ution</title><link>https://news.ycombinator.com/item?id=37578975</link><guid isPermaLink="false">urn:hackerpapers:mention:2309.04269:37578975</guid><pubDate>Wed, 20 Sep 2023 00:29:49 GMT</pubDate><description>&lt;p&gt;The sample paper descriptions could be more concise. Maybe Chain of density (COD) can help here https://arxiv.org/pdf/2309.04269.pdf ?&lt;/p&gt;&lt;p&gt;&lt;a href="https://hackerpaper.kaipfister.de/p/2309.04269/"&gt;Paper and discussion history&lt;/a&gt;. A mention is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item><item><title>From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting — HN submission</title><link>https://news.ycombinator.com/item?id=37469009</link><guid isPermaLink="false">urn:hackerpapers:submission:2309.04269:37469009</guid><pubDate>Mon, 11 Sep 2023 15:46:05 GMT</pubDate><description>&lt;p&gt;From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting&lt;/p&gt;&lt;p&gt;&lt;/p&gt;&lt;p&gt;10 points; 0 discussion replies on HN. &lt;a href="https://hackerpaper.kaipfister.de/p/2309.04269/"&gt;Paper and source history&lt;/a&gt;. A submission is not an endorsement.&lt;/p&gt;</description><category>cs.CL</category></item></channel></rss>
