Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2410.14157/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTBeyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning — mentioned by mountainriverhttps://news.ycombinator.com/item?id=44064625urn:hackerpapers:mention:2410.14157:44064625Thu, 22 May 2025 17:47:29 GMT<p>A big discussion on this happened here as well https://news.ycombinator.com/item?id=44057820 There is quite a bit of evidence diffusion models work better at reasoning because they don&#x27;t suffer from early token bias. https://github.com/HKUNLP/diffusion-vs-ar https://arxiv.org/html/2410.14157v3</p><p><a href="https://hackerpaper.kaipfister.de/p/2410.14157/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.CLBeyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning — mentioned by mdp2021https://news.ycombinator.com/item?id=44058762urn:hackerpapers:mention:2410.14157:44058762Thu, 22 May 2025 04:22:17 GMT<p>I.e.: https://arxiv.org/html/2410.14157v3 # Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning</p><p><a href="https://hackerpaper.kaipfister.de/p/2410.14157/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.CL