HKUNLP / reparam-discrete-diffusion
Reparameterized Discrete Diffusion Models for Text Generation
☆90Updated last year
Related projects ⓘ
Alternatives and complementary repositories for reparam-discrete-diffusion
- ☆75Updated last year
- ☆108Updated 8 months ago
- Unofficial PyTorch implementation of Discrete Denoising Diffusion Probabilistic Model(D3PM)☆30Updated last year
- A curated list for awesome discrete diffusion models resources.☆61Updated this week
- Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"☆52Updated last year
- Implementation of Self-conditioned Embedding Diffusion for Text Generation☆37Updated last year
- DiffusER: Discrete Diffusion via Edit-based Reconstruction (Reid, Hellendoorn & Neubig, 2022)☆54Updated last year
- ☆205Updated last year
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆66Updated last year
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆91Updated last year
- The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)☆52Updated 6 months ago
- A simple DIffusion LM approach.☆20Updated last year
- Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion_NLP_Papers".☆64Updated this week
- Code for the paper https://arxiv.org/abs/2205.14987v2☆43Updated 6 months ago
- [ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling☆63Updated 2 years ago
- ☆25Updated last year
- Pytorch version of Continuous Language Generative Flow (ACL 2021)☆11Updated 3 years ago
- Educational implementation of the Discrete Flow Matching paper☆48Updated 2 months ago
- Code for paper "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"☆83Updated 3 years ago
- Simplified Masked Diffusion Language Model☆201Updated last month
- Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data"☆16Updated last month
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆62Updated 9 months ago
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆48Updated 5 months ago
- ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models☆292Updated 8 months ago
- Language modeling via stochastic processes. Oral @ ICLR 2022.☆136Updated last year
- ☆28Updated this week
- Source code of LatentOps☆77Updated last year
- DiffuGPT and DiffuLLaMA: Scaling Diffusion Language Models via Adaptation from Autoregressive Models☆55Updated 2 weeks ago
- ☆113Updated 8 months ago
- ☆32Updated last year