bansky-cl/Diffusion-LM-Papers

Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.

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This project offers a curated list of research papers focused on diffusion models for natural language processing (NLP), particularly in text generation. It provides researchers and practitioners with an organized table summarizing recent advancements, including paper titles, authors, publication dates, and links to the papers and associated code. This resource is ideal for AI researchers, machine learning engineers, and NLP specialists who need to stay current with the latest developments in text diffusion models.

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Use this if you are an NLP researcher or practitioner looking for a concise, up-to-date catalog of diffusion language model research papers to inform your studies or projects.

Not ideal if you are looking for an interactive tool to generate text or a detailed tutorial on implementing diffusion models, as this is purely a reference list.

natural-language-processing text-generation AI-research machine-learning-engineering academic-literature-review
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 9 / 25
Maturity 16 / 25
Community 3 / 25

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MIT

Last pushed

Mar 24, 2025

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