diffusion language model

Beyond Autoregression: Fast LLMs via Self-Distillation Through Time ICLR 2025 Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models ICLR 2025 CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models ICML 2025 EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models ACL 2025 Masked Diffusion Language Models with Frequency-Informed Training EMNLP 2025 Planning with Diffusion Models for Target-Oriented Dialogue Systems ACL 2025 Scaling Diffusion Language Models via Adaptation from Autoregressive Models ICLR 2025 Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models ACL 2025 TESS 2: A Large-Scale Generalist Diffusion Language Model ACL 2025 An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification EMNLP 2024 David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs NAACL 2024 Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models NeurIPS 2024 Improving aggressiveness detection using a data augmentation technique based on a Diffusion Language Model NAACL 2024 A Cheaper and Better Diffusion Language Model with Soft-Masked Noise EMNLP 2023 Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization EMNLP 2023 SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control ACL 2023 Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise ICML 2023