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SS24_mNLP
Lectures
L1: Languages
L1: Languages
Slutförandvillkor
Klicka på länken
1-languages.pdf
för att visa filen.
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L2: Neural Language Modeling & Tokenization
L3: Training Neural LMs
L4: Attention & Transformer
L5: Cross-Lingual Word Embeddings
L5: CLWEs (Recording)
L6: Multilingual LMs and Cross-Lingual Transfer
L7: Curse of Multilinguality
L8: Word Alignment
L9: Text Generation (NMT)
L10: (Multilingual) Sentence Encoders
L11: LLMs & Instruction Tuning
Exercise 1 - Intro to LM
Exercise 2 - Backprop & Improved Training
Exercise 3 - Masked Language Modeling with Transformers
Projects
Exercise 04 - NLP Frameworks
Exercise 05 - PEFT
Exercise 05 - Solutions
Exercise 06 - Token-Level-Transfer
Exercise 06 - Solutions
Exercise 07 - Neural Machine Translation
Exercise 07 - Solutions
Exercise 08 - Sentence Representations
Exercise 08 - Solutions
Project presentation and code
Exam results and grades
Second exam -- results and grades
L2: Neural Language Modeling & Tokenization ►
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