zhjgao / difformer
The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)
☆54Updated 10 months ago
Alternatives and similar repositories for difformer:
Users that are interested in difformer 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
- ☆33Updated last year
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆66Updated 2 years ago
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆48Updated 9 months ago
- Source code of LatentOps☆77Updated last year
- ☆125Updated last year
- Reparameterized Discrete Diffusion Models for Text Generation☆94Updated 2 years ago
- DiffusER: Discrete Diffusion via Edit-based Reconstruction (Reid, Hellendoorn & Neubig, 2022)☆54Updated 2 years ago
- Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion-LM-Papers".☆86Updated this week
- Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"☆55Updated last year
- ☆88Updated last year
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆27Updated last year
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆67Updated last year
- 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
- [ICML 2022] Latent Diffusion Energy-Based Model for Interpretable Text Modeling☆64Updated 2 years ago
- Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.☆35Updated this week
- [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"☆115Updated last year
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- [Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.☆51Updated 2 years ago
- Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)☆61Updated 7 months ago
- Implementation of Self-conditioned Embedding Diffusion for Text Generation☆36Updated 2 years ago
- ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models☆302Updated last year
- ☆25Updated 2 years ago
- Language modeling via stochastic processes. Oral @ ICLR 2022.☆137Updated last year
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆32Updated 9 months ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆38Updated last year
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆35Updated 4 months ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆89Updated 3 years ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆47Updated 3 years ago