HKUNLP / reparam-discrete-diffusion
Reparameterized Discrete Diffusion Models for Text Generation
☆98Updated 2 years ago
Alternatives and similar repositories for reparam-discrete-diffusion:
Users that are interested in reparam-discrete-diffusion are comparing it to the libraries listed below
- Unofficial PyTorch implementation of Discrete Denoising Diffusion Probabilistic Model(D3PM)☆37Updated 2 years ago
- ☆133Updated last year
- The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)☆54Updated last year
- Implementation of Self-conditioned Embedding Diffusion for Text Generation☆37Updated 2 years ago
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆69Updated 2 years ago
- ☆95Updated last year
- A simple DIffusion LM approach.☆24Updated last year
- ☆25Updated last year
- Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data" (ICLR…☆37Updated 2 months ago
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆94Updated last year
- [ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling☆65Updated 2 years ago
- ☆220Updated 2 years ago
- DiffusER: Discrete Diffusion via Edit-based Reconstruction (Reid, Hellendoorn & Neubig, 2022)☆54Updated 2 years ago
- Code for the paper https://arxiv.org/abs/2205.14987v2☆49Updated last year
- Code for paper "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"☆85Updated 3 years ago
- ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models☆307Updated last year
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆50Updated 11 months ago
- Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"☆56Updated last year
- Source code of LatentOps☆78Updated last year
- Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion-LM-Papers".☆122Updated this week
- ☆33Updated last year
- Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.☆42Updated last month
- Educational implementation of the Discrete Flow Matching paper☆87Updated 8 months ago
- Official Jax Implementation of MD4 Masked Diffusion Models☆78Updated 2 months ago
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆76Updated last year
- Code for the paper: "Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods"☆19Updated last month
- ☆127Updated last year
- Unofficial PyTorch implementation of "Step-unrolled Denoising Autoencoders for Text Generation"☆24Updated 2 years ago
- Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)☆61Updated 2 years ago
- Simple Guidance Mechanisms for Discrete Diffusion Models☆36Updated 4 months ago