EBGU / Diffusion-LM
A replication of Diffusion-LM Improves Controllable Text Generation
☆16Updated 2 years ago
Alternatives and similar repositories for Diffusion-LM:
Users that are interested in Diffusion-LM are comparing it to the libraries listed below
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆94Updated last year
- ☆24Updated last year
- Source code of LatentOps☆77Updated last year
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆48Updated 8 months ago
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆66Updated 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 2 years ago
- Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"☆55Updated last year
- Reparameterized Discrete Diffusion Models for Text Generation☆93Updated 2 years ago
- DiffusER: Discrete Diffusion via Edit-based Reconstruction (Reid, Hellendoorn & Neubig, 2022)☆54Updated last year
- The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)☆54Updated 9 months ago
- ☆33Updated last year
- [Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.☆50Updated 2 years ago
- Language modeling via stochastic processes. Oral @ ICLR 2022.☆137Updated last year
- This repository contains the data and code for the paper "Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Pr…☆24Updated 2 years ago
- Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data☆56Updated 3 years ago
- Repository for ACL 2022 paper Mix and Match: Learning-free Controllable Text Generation using Energy Language Models☆41Updated 2 years ago
- Implementation of latent-GLAT (ACL-2022)☆33Updated 2 years ago
- [NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation☆150Updated last year
- This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficie…☆26Updated 2 years ago
- ☆78Updated 2 years ago
- [EMNLP 2022] Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536☆37Updated 2 years ago
- Unofficial PyTorch implementation of "Step-unrolled Denoising Autoencoders for Text Generation"☆23Updated 2 years ago
- [ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling☆64Updated 2 years ago
- TGLS: Unsupervised Text Generation by Learning from Search☆25Updated 4 years ago
- [ICLR 2021] Contrastive Learning with Adversarial Perturbations for Conditional Text Generation☆85Updated 2 years ago
- ☆45Updated 3 years ago
- The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.☆48Updated last year
- ☆121Updated 11 months ago
- EMNLP2021 - DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer☆26Updated 2 years ago
- ☆97Updated 2 years ago