Lecture 22 (30/5/2025): Open topics

Lecture 21 (29/05/2025): Word Sense Disambiguation and Semantic Role Labeling

 Word Sense Disambiguation and Semantic Role Labeling

Lecture 20 (23/5/2025): Introduction to Machine Translation

 Introduction to Machine Translation

Lecture 19 (22/05/2025): More on semantics, Knowledge graphs, Word Sense Disambiguation

Lecture 18 (16/5/2025): Introduction to Semantics, more on homework 2

Introduction to semantics, more on homework 2.

Lecture 17 (15/5/2025, 2h): homework 2 presentation

 Homework 2 presentation

Lecture 16 (8/5/2025): Reinforcement learning for NLP

 Reinforcement learning for NLP.

Lecture 15 (8/5/2025, 3h, L+R): Instruction tuning for LLMs, KV cache

Instruction tuning for LLMs, KV cache.

Lecture 14 (2/5/2025, 3h): Introduction to the Transformer (3): tokenization, decoding, LLMs

Introduction to the Transformer (3): tokenization, decoding, Large Language Models.

Lecture 13 (24/04/2025, 2h): Introduction to the Transformer (2), more on the encoder; Q&A for homework 1

More on the encoder, positional embeddings. Q&A for homework 1.