In-Context Learning
التعلم في السياق
قدرة النموذج اللغوي على تعلم مهمة جديدة من أمثلة تُعرض عليه ضمن التحفيز نفسه، دون تحديث أوزانه — أي التعلم من خلال القراءة لا التدريب.
A language model's ability to learn a new task from examples presented within the prompt itself, without updating its weights — learning by reading, not training.
Also translated asالتعلم أثناء التحفيز، التعلم ضمن السياق، التعلّم ضمن النافذة السياقية، التعلّم من السياق
First appears in this corpus in: Improving Language Understanding by Generative Pre-Training (2018)
Appears in these papers
- Atlas: Few-shot Learning with Retrieval Augmented Language Models2023in the sky ✦
- Emergent Abilities of Large Language Models2022in the sky ✦
- Flamingo: a Visual Language Model for Few-Shot Learning2022in the sky ✦
- Flamingo: a Visual Language Model for Few-Shot Learning2022in the sky ✦
- Improving Language Understanding by Generative Pre-Training2018in the sky ✦
- Language Models Are Few-Shot Learners2020in the sky ✦
- HuggingGPT: Solving AI Tasks with ChatGPT and Its Friends in Hugging Face2023in the sky ✦
- HuggingGPT: Solving AI Tasks with ChatGPT and Its Friends in Hugging Face2023in the sky ✦
- Reflexion: Language Agents with Verbal Reinforcement Learning2023in the sky ✦
- RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback2023in the sky ✦
- Self-Instruct: Aligning Language Models with Self-Generated Instructions2022in the sky ✦
- Self-Instruct: Aligning Language Models with Self-Generated Instructions2022in the sky ✦
- Sparks of Artificial General Intelligence: Early Experiments with GPT-42023in the sky ✦
- STaR: Bootstrapping Reasoning With Reasoning2022in the sky ✦
- Toolformer: Language Models Can Teach Themselves to Use Tools2023in the sky ✦
- Toolformer: Language Models Can Teach Themselves to Use Tools2023in the sky ✦
- Voyager: An Open-Ended Embodied Agent with Large Language Models2023in the sky ✦
- WebArena: A Realistic Web Environment for Building Autonomous Agents2023in the sky ✦
- WebArena: A Realistic Web Environment for Building Autonomous Agents2023in the sky ✦