๐คReddit r/MachineLearningโขStalecollected in 44h
Depth-Recurrent Transformers for Better Generalization
๐กFixes transformer OOD issues via depth not length โ key for reasoning
โก 30-Second TL;DR
What Changed
Decent OOD generalization in compositional tasks
Why It Matters
Offers path to improve transformer reasoning and generalization beyond length scaling.
What To Do Next
Read https://arxiv.org/abs/2603.21676 and implement depth-recurrence in your models.
Who should care:Researchers & Academics
Key Points
- โขDecent OOD generalization in compositional tasks
- โขIntermediate supervision hurts via statistical heuristics
- โขLinks to foundation models' reasoning traps
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Original source: Reddit r/MachineLearning โ