Simone Balloccu

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DL4NLP 2026 Lecture 4 - Encoder-Decoder and Attention

DL4NLP 2026 Lecture 4 - Encoder-Decoder and Attention

Simone Balloccu

24 views·14 hours ago

DL4NLP 2026 Lecture 4 - Recurrent Neural Networks

DL4NLP 2026 Lecture 4 - Recurrent Neural Networks

Simone Balloccu

59 views·5 days ago

DL4NLP 2026 Lecture 3 - Nonlinearity and Language Models + Learning Word Embeddings

DL4NLP 2026 Lecture 3 - Nonlinearity and Language Models + Learning Word Embeddings

Simone Balloccu

172 views·1 week ago

DL4NLP 2026 Lecture 2 - Log-linear models + Deep Neural Networks

DL4NLP 2026 Lecture 2 - Log-linear models + Deep Neural Networks

Simone Balloccu

287 views·2 weeks ago

DL4NLP 2026 Lecture 1 - Intro to NLP + Mathematical foundations of Machine Learning

DL4NLP 2026 Lecture 1 - Intro to NLP + Mathematical foundations of Machine Learning

Simone Balloccu

518 views·4 weeks ago

DL4NLP 2025 Guest Lecture

DL4NLP 2025 Guest Lecture

Simone Balloccu

144 views·8 months ago

DL4NLP 2025 Exam simulation

DL4NLP 2025 Exam simulation

Simone Balloccu

213 views·9 months ago

DL4NLP 2025 Lecture 11 Contemporary LLMs and Explainability

DL4NLP 2025 Lecture 11 Contemporary LLMs and Explainability

Simone Balloccu

541 views·10 months ago

DL4NLP 2025 Lecture 10 - Text Generation 4 Decoder-only Models and GPT

DL4NLP 2025 Lecture 10 - Text Generation 4 Decoder-only Models and GPT

Simone Balloccu

518 views·10 months ago

DL4NLP 2025 Lecture 9 - Transformers, Self-attention and BERT

DL4NLP 2025 Lecture 9 - Transformers, Self-attention and BERT

Simone Balloccu

783 views·10 months ago

DL4NLP 2025 Lecture 8 - Text generation 2 Autoregressive encoder-decoder with RNNs and attention

DL4NLP 2025 Lecture 8 - Text generation 2 Autoregressive encoder-decoder with RNNs and attention

Simone Balloccu

618 views·11 months ago

DL4NLP 2025 Lecture 7 - Text classification 4 Recurrent neural networks

DL4NLP 2025 Lecture 7 - Text classification 4 Recurrent neural networks

Simone Balloccu

599 views·11 months ago

DL4NLP 2025 Lecture 6 - Text classification 3 Learning Word Embeddings

DL4NLP 2025 Lecture 6 - Text classification 3 Learning Word Embeddings

Simone Balloccu

616 views·11 months ago

DL4NLP 2025 Lecture 5 - Text generation 1 Language models and word embeddings

DL4NLP 2025 Lecture 5 - Text generation 1 Language models and word embeddings

Simone Balloccu

612 views·11 months ago

DL4NLP 2025 Lecture 4 - Text Classification 2 Deep Neural Networks

DL4NLP 2025 Lecture 4 - Text Classification 2 Deep Neural Networks

Simone Balloccu

729 views·11 months ago

Logistic Regression - 3D visualisation

Logistic Regression - 3D visualisation

Simone Balloccu

206 views·11 months ago

DL4NLP 2025 Lecture 3 - Text classification 1 Log-linear models

DL4NLP 2025 Lecture 3 - Text classification 1 Log-linear models

Simone Balloccu

807 views·1 year ago

DL4NLP 2025 Lecture 2 — Mathematical foundations of deep learning

DL4NLP 2025 Lecture 2 — Mathematical foundations of deep learning

Simone Balloccu

756 views·1 year ago

DL4NLP 2025 Lecture 1 — NLP tasks and evaluation

DL4NLP 2025 Lecture 1 — NLP tasks and evaluation

Simone Balloccu

1.5K views·1 year ago

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