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Loopholing All the Way: Language Modeling with pure Self-Conditioning

Paper recorded by Signals 4 on 2026-10-21 in cs.LG. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-21 on arXiv · recorded by Signals 4 on 2026-10-22

Category: cs.LG · 机器学习 · first seen 2026-10-22

Abstract

Recent Diffusion Language Models (DLMs) use Self-Conditioning (SC), or Loopholing, to improve their performance. While SC is traditionally seen as an auxiliary heuristic, its empirical success raises the question: can a continuous generative model be based purely on Self-Conditioning? We answer affirmatively with LAW (``Loopholing All the Way''), which propagates the Expected Embedding under the d

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#214 most recent of 749 cs.LG papers we have recorded · ↑ newer: Circuits of LLM Classifiers · ↓ older: Looped Uniform Diffusion Language Models
Cite this page: Loopholing All the Way: Language Modeling with pure Self-Conditioning: the #214 most recent of 749 cs.LG papers we have recorded (as of 2026-10-21). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/loopholing-all-the-way-language-modeling-with-pure-self-conditioning.html
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