Unverified50% confidenceFactExact time
Autoregressive generation is the foundational paradigm for virtually all current large language models, generating text sequences token by token; the GPT series, LLaMA, and Claude all adopt this paradigm.
1
Sources
50%
Confidence
Long-term
Relevance
9/3/2026
First Seen
Sources
Related Entities
Related Claims
Unverified扩散语言模型借鉴图像扩散模型思路，通过迭代去噪过程并行生成整段文本，与GPT系列自回归生成不同78% similarUnverifiedClaude、ChatGPT这类大语言模型本质上是文本生成引擎，而非图形设计软件75% similarUnverifiedLarge language models were originally designed as pure text generation systems74% similarUnverified当前主流大语言模型几乎都采用自回归方式逐 token 顺序生成文本70% similarVerifiedThe large language model represented by ChatGPT is based on the Transformer architecture and acquires the statistical patterns of language by performing self-supervised learning on massive text data.69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/851348API
curl https://kongchang.com/api/v1/knowledge/claims/851348MCP
get_claim(id=851348)