LLMs in Lingustic Research 2024/25
🗓️ Class material
Week 14 - Probing
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📓 Syllabus
✍️ Assignments
📝 Assignment 01
📝 Assignment 02
🗓️ Class material
Week 01 - Intro
👨🏫 Lecture Material
Week 02 - NN basics
👨🏫 Lecture Material
Week 03 - NN basics II
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Week 04 - Transformers (part 1)
👨🏫 Lecture Material
Week 05 - Transformers (part 2)
👨🏫 Lecture Material
Week 06 - Hands-on with Transformers (part 1)
👨🏫 Lecture Material
Week 07 - GPT-2 implementation
👨🏫 Lecture Material
Week 08 - finetuning text classification
👨🏫 Lecture Material
Week 09 - finetuning machine translation
👨🏫 Lecture Material
Week 10 - morphological inflection using T5
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Week 11 - morphological inflection with T5 using CHILDES
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Week 13 - Other finetuning methods
👨🏫 Lecture Material
Week 14 - Probing
👨🏫 Lecture Material
🧩 Homework
Hw 01 - Colab
Hw 02 - NN basics
Hw 03 - Intro to transformers
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👨🏫 Lecture
✍️ Homework
🗓️ Class material
Week 14 - Probing
🗓️ Week 14 - Probing LLMs
Author
Akhilesh Kakolu Ramarao
👨🏫 Lecture
Click
here
to download the notebook.
Open the notebook in
google colab
.
✍️ Homework
Week 13 - Other finetuning methods
Hw 01 - Colab