Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion-LM-Papers".
-
Updated
Jul 6, 2026 - Python
#
diffusion-lm
Here are 7 public repositories matching this topic...
[NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"
machine-learning natural-language-processing text-generation pytorch diffusion-models non-autoregressive mathematical-reasoning chain-of-thought-reasoning diffusion-lm
-
Updated
Mar 4, 2025 - Python
paper list, tutorial, and nano code snippet for Diffusion Large Language Models.
diffusion diffusion-models llm diffusion-lm diffusion-language-models masked-diffusion-lm diffusion-llm large-diffusion-language-models diffusion-large-language-model auto-regressive-diffusion-model block-diffusion large-language-diffusion-model dllm
-
Updated
Jan 19, 2026 - Jupyter Notebook
Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.
-
Updated
Mar 24, 2025
MDM-Prime-v2: Binary Encoding and Index Shuffling Enable Scaling of Diffusion Language Models
-
Updated
May 23, 2026 - Python
Steer masked diffusion LLMs toward a topic without mentioning it in the prompt — energy fields injected at each denoising step
nlp text-generation pytorch diffusion energy-based-model controllable-generation llm diffusion-lm masked-diffusion llada energy-fields steerable-ai
-
Updated
Jul 5, 2026 - Python
Empirical study of logit-level guidance on LLaDA-8B masked diffusion model. Extends Diffusion-LM (Li & Liang 2022) classifier guidance to 8B scale with gradient-free energy vectors. 13 experiments, +39% semantic steering.
natural-language-generation adversarial ai-safety diffusion-models energy-based-models controllable-generation llm-security diffusion-lm llm-steering masked-diffusion llada logit-guidance
-
Updated
Jul 4, 2026 - Python
Improve this page
Add a description, image, and links to the diffusion-lm topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the diffusion-lm topic, visit your repo's landing page and select "manage topics."