Welcome to the Short Term Course in Natural Language Processing
Date: June 03th-07th, 2024
Location: Department of CSE, NIT Rourkela, Odisha, India, 769008
Schedule
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Day 1: Introduction to Natural Language Processing
- Text processing
- Word Embedding
- Text Classification
Day 2: Transformers
- Basic architecture
- Application to Text Classification
- Sequence labelling with LSTM
Day 3: Machine Translation, Summarization
- Basics of SMT, NMT and implementations
- Basics of Abstractive and Extractive Summarization and implementations
Day 4: Question-Answering System, Chatbot Design
- Designing a QA system, specifications, training, decoding and implementations
- Designing Chatbots efficiently using pretrained models and models developed from scratch
Day 5: Language Models
- Introduction to Probabilistic Language models with NLTK implementation
- Design considerations of state of the art models like ChatGPT.
- Implementation of Neural Language Models
Registration
Contact Us
Dr. Tapas Kumar Mishra
Email: mishrat@nitrkl.ac.in
Phone: 06612462374