Deep Learning for Natural Language Processing Week 12 | NPTEL ANSWERS 2025
Автор: MY SWAYAM
Загружено: 2025-04-07
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Deep Learning for Natural Language Processing Week 12 | NPTEL ANSWERS 2025 #nptel2025 #myswayam
ABOUT THE COURSE:
Natural Language Processing finds its applications nearly everywhere -- be it Machine Translation,Question answering, Text Summarization, Dialogs, etc. In the last decade, Deep Learning basedmethods have given very good performance across a variety of NLP tasks, and have become a default choice for NLP problems. This course aims to give a thorough understanding of various deep learning architectures along with their specific use-cases in NLP.The course will also introduce the fundamental ideas behind training as well as fine-tuning/prompting the Large Language Models, which include in-context-learning, Parameter-efficient-fine-tuning,Reinforcement Learning through Human Feedback (RLHF). The course will also offer hands-on tutorials to help students master this subject.
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