EBGU / Diffusion-LMLinks
A replication of Diffusion-LM Improves Controllable Text Generation
☆18Updated 3 years ago
Alternatives and similar repositories for Diffusion-LM
Users that are interested in Diffusion-LM are comparing it to the libraries listed below
Sorting:
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆98Updated 2 years ago
- Official code for the NAACL 2022 paper "Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text…☆35Updated 3 years ago
- The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)☆55Updated last year
- Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"☆59Updated 2 years ago
- Diffusion Model Improvement Method☆34Updated 2 years ago
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆75Updated 2 years ago
- Unofficial PyTorch implementation of "Step-unrolled Denoising Autoencoders for Text Generation"☆24Updated 2 years ago
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆60Updated last year
- A paper list about diffusion models for natural language processing.☆182Updated 2 years ago
- Source code of LatentOps☆78Updated 2 years ago
- ☆25Updated 3 months ago
- 📰 Must-read papers on Diffusion Models for Text Generation 🔥☆18Updated last year
- This is a code repository for the ACL 2022 paper "ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generati…☆35Updated 3 years ago
- ☆142Updated last year
- ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models☆329Updated last year
- Language modeling via stochastic processes. Oral @ ICLR 2022.☆138Updated 2 years ago
- [ICLR 2024]EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling(https://arxiv.org/abs/2310.04691)☆126Updated last year
- Reparameterized Discrete Diffusion Models for Text Generation☆101Updated 2 years ago
- ☆46Updated 3 years ago
- [Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.☆51Updated 2 years ago
- Pytorch implementation of "Block Recurrent Transformers" (Hutchins & Schlag et al., 2022)☆84Updated 3 years ago
- [ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners☆130Updated 2 years ago
- This repository contains the data and code for the paper "Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Pr…☆26Updated 3 years ago
- Repository for ACL 2022 paper Mix and Match: Learning-free Controllable Text Generation using Energy Language Models☆45Updated 3 years ago
- Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data☆57Updated 4 years ago
- Implementation of Self-conditioned Embedding Diffusion for Text Generation☆39Updated 2 years ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆75Updated last year
- Transformer-based Conditional Variational Autoencoder for Controllable Story Generation☆159Updated 3 years ago
- [EMNLP 2022] Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536☆40Updated 2 years ago
- ☆67Updated last year