Alternatives and similar repositories for Awesome-Diffusion-Models-for-NLP

Users that are interested in Awesome-Diffusion-Models-for-NLP are comparing it to the libraries listed below

• Yuanhy1997 / SeqDiffuSeq
  Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation [NAACL 2024]
  ☆98Updated 2 years ago
• AoiDragon / Awesome-Text-Diffusion-Models
  [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".
  ☆31Updated 2 years ago
• amazon-science / masked-diffusion-lm
  Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"
  ☆59Updated 2 years ago
• LCM-Lab / Bridge_Gap_Diffusion
  Diffusion Model Improvement Method
  ☆34Updated 2 years ago
• Alsace08 / OOD-Math-Reasoning
  [NeurIPS 2024] Code and Data Repo for Paper "Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning"
  ☆27Updated last year
• zhjgao / difformer
  The official codebase for "Empowering Diffusion Models on the Embedding Space for Text Generation" (NAACL 2024)
  ☆55Updated last year
• WANGXinyiLinda / concept-based-demonstration-selection
  Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…
  ☆75Updated last year
• junkangwu / beta-DPO
  [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$
  ☆50Updated last year
• RUCAIBox / Awesome-Text-Diffusion-Models
  [IJCAI'23] The official Github page of the paper "Diffusion Models for Non-autoregressive Text Generation: A Survey".
  ☆60Updated last year
• yegcjs / DINOISER
  ☆25Updated 5 months ago
• HKUNLP / reparam-discrete-diffusion
  Reparameterized Discrete Diffusion Models for Text Generation
  ☆104Updated 2 years ago
• xhan77 / ssd-lm
  Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control
  ☆76Updated 3 years ago
• TianduoWang / DPO-ST
  [ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning
  ☆52Updated last year
• hkust-nlp / Activation_Decoding
  In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)
  ☆62Updated last year
• junkangwu / ADNCE
  [NeurIPS2023] Official code of "Understanding Contrastive Learning via Distributionally Robust Optimization"
  ☆41Updated 2 years ago
• SteveKGYang / MetaAligner
  Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
  ☆24Updated last year
• QizhiPei / MathFusion
  MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)
  ☆35Updated 5 months ago
• justinlovelace / latent-diffusion-for-language
  ☆148Updated last year
• igul222 / plaid
  ☆111Updated 2 years ago
• princeton-nlp / Edge-Pruning
  [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".
  ☆63Updated 4 months ago
• azminewasi / Awesome-LLMs-ICLR-24
  It is a comprehensive resource hub compiling all LLM papers accepted at the International Conference on Learning Representations (ICLR) i…
  ☆67Updated last year
• maszhongming / ParaKnowTransfer
  Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"
  ☆33Updated last year
• yegcjs / DiffusionLLM
  Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"
  ☆84Updated last year
• VITA-Group / Random-MoE-as-Dropout
  [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…
  ☆56Updated 2 years ago
• 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.
  ☆75Updated 9 months ago
• deeplearning-wisc / debate-or-vote
  Official code repo for NeurIPS 2025 Spotlight paper, "Debate or Vote: Which Yields Better Decisions in Multi-Agent LLMs?"
  ☆40Updated 2 months ago
• Shentao-YANG / Preference_Grounded_Guidance
  Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).
  ☆17Updated last year
• facebookresearch / RLCD
  Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment
  ☆69Updated 2 years ago
• justinlovelace / Diffusion-Guided-LM
  ☆29Updated 2 months ago
• WEIYanbin1999 / GITA
  [NeurIPS 2024] GITA: Graph to Image-Text Integration for Vision-Language Graph Reasoning
  ☆53Updated last month