diffusion language models

https://proceedings.neurips.cc/paper_files/paper/2025/hash/172e31282df16359324717fcfbdbead3-Abstract-Conference.html Encoder-Decoder Diffusion Language Models for Efficient Training and Inference diffusion language models encoder decoder efficient training inference https://openreview.net/forum?id=oY8JcQzahW Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph... In this paper, we introduce a novel dIffusion language modEl pre-training framework for text generation, which we call GENIE. GENIE is a large-scale... diffusion language models text generation https://sander.ai/2023/01/09/diffusion-language.html Diffusion language models – Sander Dieleman Diffusion models have completely taken over generative modelling of perceptual signals -- why is autoregression still the name of the game for language... diffusion language models sander https://openreview.net/forum?id=tyEyYT267x Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models | OpenReview Diffusion language models offer unique benefits over autoregressive models due to their potential for parallelized generation and controllability, yet they lag... language models block diffusion openreview https://computationalhealth.ucsf.edu/insights-from-autoregressive-vs-diffusion-large-language-models-for-brain-encoding-during-speech-perception/ Insights from Autoregressive vs Diffusion Large Language Models for Brain Encoding During Speech... May 4, 2026 - Authors: Sami Barrit, MD, Matthew Leonard, PhD, Edward Chang, MD large language models

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