bansky-cl / Diffusion-LM-Papers
Listing some diffusion papers in NLP domain I have read, text generation is main, table will continue to be updated.
☆40Updated last month
Alternatives and similar repositories for Diffusion-LM-Papers:
Users that are interested in Diffusion-LM-Papers are comparing it to the libraries listed below
- Auto get diffusion nlp papers in Axriv. More papers Information can be found in another repository "Diffusion-LM-Papers".☆112Updated this week
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆76Updated last year
- [ICLR2025] DiffuGPT and DiffuLLaMA: Scaling Diffusion Language Models via Adaptation from Autoregressive Models☆154Updated last month
- Official PyTorch implementation for ICLR2025 paper "Scaling up Masked Diffusion Models on Text"☆159Updated 4 months ago
- [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".☆27Updated last year
- ☆33Updated last year
- ☆130Updated last year
- Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control☆69Updated 2 years ago
- The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)☆54Updated last year
- Official PyTorch implementation for "Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data" (ICLR…☆37Updated 2 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)☆51Updated 5 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆53Updated last month
- Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]☆94Updated last year
- Reparameterized Discrete Diffusion Models for Text Generation☆98Updated 2 years ago
- [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"☆144Updated last month
- ☆95Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆71Updated 2 years ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆66Updated 6 months ago
- Official Implementation for the paper "d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning"☆77Updated last week
- AnchorAttention: Improved attention for LLMs long-context training☆206Updated 3 months ago
- Stick-breaking attention☆52Updated last month
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆36Updated 9 months ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆55Updated 10 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆81Updated 10 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆68Updated last month
- ☆31Updated last year
- Official Code for Paper "Think While You Generate: Discrete Diffusion with Planned Denoising" [ICLR 2025]☆56Updated last month
- ☆94Updated last month
- Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation, ICML 2024☆22Updated 10 months ago
- ☆83Updated last year