Diffusion language models

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Self-Augmenting Retrieval for Diffusion Language Models

 🕷️GraphRAG  Content type: Academic
arxiv.org·
Less-relevant results

DiffusionGemma: 4x Faster Text Generation

 🔍AI Interpretability  Content type: News  Content type: Blog

LLM Research Papers: The 2026 List (January to May)

 🎮Reinforcement Learning  Content type: News

Forward-Free Diffusion Language Models

 🔍AI Interpretability  Content type: Academic
arxiv.org·

Enabling KV Caching of Shared Prefix for Diffusion Language Models

 🎯Reranking  Content type: Academic
arxiv.org·

Attention-Discounted Adaptive Sampler for Masked Diffusion Language Models

 🔍Semantic Search  Content type: Academic
arxiv.org·

TimpaTeks: Automatic In-place Text Sequence Modification via Diffusion Language Model Steering

 Context engineering  Content type: Academic
arxiv.org·

K-Forcing: Joint Next-K-Token Decoding via Push-Forward Language Modeling

 🎯Reranking  Content type: Academic
arxiv.org·

Supportive Token Revealing for Fast Diffusion Language Model Decoding

 🎯Reranking  Content type: Academic
arxiv.org·

Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation

 🎯Reranking  Content type: Academic
arxiv.org·

Unified Energy for Invariant and Independent Decoding in Diffusion Language Models

 📍embeddings  Content type: Academic
arxiv.org·

Global Sketch-Based Watermarking for Diffusion Language Models

 🎯Reranking  Content type: Academic
arxiv.org·

Continuous Language Diffusion as a Decoder-Interface Problem

 🔍AI Interpretability  Content type: Academic
arxiv.org·

NAVIRA: Decoupled Stochastic Remasking for Masked Diffusion Language Models

 🎯Reranking  Content type: Academic
arxiv.org·

Diffusion Language Model Parallel Decoding via Product-of-Experts Bridge

 📍embeddings  Content type: Academic
arxiv.org·

Prefilling-dLLM: Predictive Prefilling for Long-Context Inference in Diffusion Language Models

 Context engineering  Content type: Academic
arxiv.org·

Adapting Diffusion Language Models for Lossless Pixel-Level Image Transmission

 🔍AI Interpretability  Content type: Academic
arxiv.org·

SemBlock: Semantic Boundary Dynamic Blocks for Diffusion LLMs

 🎯Reranking  Content type: Academic
arxiv.org·

AsyncLane: Decoupling Refinement from Advancement in Diffusion Language Model Decoding

 🎯Reranking  Content type: Academic
arxiv.org·

Read the Trace, Steer the Path: Trajectory-Aware Reinforcement Learning for Diffusion Language Models

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

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