Machine Learning Glossary/Generative AI

Verfasst von / Written by Sebastian F. Genter

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• Machine Learning Glossary

This page functions as an index and presents a systematic listing of the entries found in the main glossary or on the main page.

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A

• automatic evaluation
• autorater evaluation
• auto-regressive model

C

• chain-of-thought prompting
• chat
• confabulation
• contextualized language embedding
• context window

D

• direct prompting
• distillation

E

• evals
• evaluation

F

• factuality
• few-shot prompting
• fine-tuning
• fraction of successes

G

• Gemini
• Gemini models
• generated text
• generative AI
• golden response

H

• hallucination
• human evaluation
• human in the loop (HITL)

I

• in-context learning
• instruction tuning

L

• LLM
• LLM evaluations (evals)
• LoRA
• Low-Rank Adaptability (LoRA)

M

• machine translation
• mean average precision at k (mAP@k)
• mixture of experts
• MMIT
• model cascading
• model router
• MOE
• MT

N

• no one right answer (NORA)
• NORA

O

• one-shot prompting

P

• parameter-efficient tuning
• PLM
• post-trained model
• pre-trained model
• pre-training
• prompt
• prompt-based learning
• prompt design
• prompt engineering
• prompt tuning

R

• reference text
• Reinforcement Learning from Human Feedback (RLHF)
• role prompting

S

• soft prompt tuning

T

• temperature

Z

• zero-shot prompting