What is Label Smoothing? Definition | AI Understanding

Nkọwa

Usoro nhazigharị nke na-eme ka aha dị nro dị nro iji melite mkpokọta.

Okwu ndị metụtara

Mgbakwunye data

Usoro na-emepụta ihe atụ ọzụzụ gbanwetụrụ iji melite mkpokọta ụdị.

LoRA (mmegharị ọkwa dị ala)

Usoro nlegharị anya nke ọma na-arụ ọrụ nke ọma nke na-agbakwunye matrices nkwụnye dị ala.

Akara ndị mmadụ agbakwunyere ma ọ bụ metadata ejiri iji zụọ ma ọ bụ nyochaa ụdị mmụta igwe.

Ihe Nlereanya Baseline

Ụdị nrụtụ aka dị mfe eji atụnyere ma ụzọ ndị dị mgbagwoju anya ka na-eme ka nsonaazụ dị mma.

Na-ejikọta amụma sitere n'ọtụtụ ụdị iji melite ike ma ọ bụ izi ezi.

Kedu ka ihe nlereanya si arụ ọrụ na data ọhụrụ, nke a na-adịghị ahụ anya na mpụga ọzụzụ ọzụzụ.

Mụtakwuo na ntuziaka efu anyị

Pseudo-Labeling and Self-Training Label Smoothing Semantic Role Labeling

Hụkwa

Knowledge Graph Latency Knowledge Distillation Large Language Model (LLM)Knowledge Cutoff Learning Rate Jailbreak Intent Classification

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu