The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)
☆56Apr 23, 2024Updated 2 years ago
Alternatives and similar repositories for difformer
Users that are interested in difformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆26Jul 15, 2025Updated last year
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆99Aug 17, 2023Updated 3 years ago
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆33Dec 21, 2023Updated 2 years ago
- [ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models☆838Mar 1, 2024Updated 2 years ago
- Reparameterized Discrete Diffusion Models for Text Generation☆108Feb 14, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆155Feb 27, 2024Updated 2 years ago
- [NIPS 2023] AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation☆13May 19, 2023Updated 3 years ago
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆78Nov 13, 2022Updated 3 years ago
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆84Jan 24, 2024Updated 2 years ago
- Unofficial PyTorch implementation of "Step-unrolled Denoising Autoencoders for Text Generation"☆24Nov 19, 2022Updated 3 years ago
- [EMNLP 2024] IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning☆16May 13, 2025Updated last year
- Diffusion-LM☆1,249Aug 8, 2024Updated 2 years ago
- codebase for paper DiffuSum: Generation Enhanced Extractive Summarization with Diffusion☆20Aug 15, 2023Updated 3 years ago
- A minimal implementation of diffusion models for text generation☆419May 11, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆61May 24, 2024Updated 2 years ago
- Unofficial PyTorch implementation of Discrete Denoising Diffusion Probabilistic Model(D3PM)☆47Apr 8, 2023Updated 3 years ago
- A simple DIffusion LM approach.☆27May 22, 2023Updated 3 years ago
- ☆22Sep 11, 2023Updated 3 years ago
- [EMNLP 2023] Composable text generation & editing by ODE sampling in the latent space of a pretrained-LM VAE — compose sentiment, tense, …☆78Sep 19, 2026Updated last month
- 📰 Must-read papers on Diffusion Models for Text Generation 🔥☆20Jun 21, 2024Updated 2 years ago
- Code for Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model☆13Feb 15, 2024Updated 2 years ago
- A Pytorch implementation of "Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare To…☆10Apr 20, 2022Updated 4 years ago
- Implementation of the D3PM algorithm (diffusion with categorical variable)☆11Jan 12, 2026Updated 9 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.☆79Mar 24, 2025Updated last year
- Implementation of Self-conditioned Embedding Diffusion for Text Generation☆40Jan 6, 2023Updated 3 years ago
- [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"☆213Mar 4, 2025Updated last year
- DiffusER: Discrete Diffusion via Edit-based Reconstruction (Reid, Hellendoorn & Neubig, 2022)☆55Aug 3, 2025Updated last year
- PyTorch implementation of StableMask (ICML'24)☆15Jun 27, 2024Updated 2 years ago
- The backup repository for FairytaleQA dataset and paper "Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset f…☆10May 30, 2023Updated 3 years ago
- LREC-COLING 2024: DiffusionABSA: Let’s Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models☆24Oct 6, 2024Updated 2 years ago
- Retrieval-augmented Image Captioning☆13Feb 16, 2023Updated 3 years ago
- Is Vec2Text Really a Threat toDense Retrieval Systems?☆19Nov 29, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data" (ICLR…☆84May 30, 2025Updated last year
- The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"☆312Jul 2, 2025Updated last year
- A replication of Diffusion-LM Improves Controllable Text Generation☆18Sep 4, 2022Updated 4 years ago
- Code for T-MARS data filtering☆35Aug 23, 2023Updated 3 years ago
- [EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs☆17Jul 18, 2024Updated 2 years ago
- ☆237Mar 21, 2023Updated 3 years ago
- KAO: Kernel-Adaptive Optimization in Diffusion for Satellite Image☆11Jun 2, 2026Updated 5 months ago