Schedule of MT classes 2022
| Week | Date | Topic | Materials | Presenters |
|---|---|---|---|---|
| 01 | 7. Oct. 2022 | Teaching | slides | |
| 02 | 14. Oct. 2022 | Teaching | reading | |
| 03 | 21. Oct. 2022 | Teaching | reading MT metrics(video) |
|
| 04 | 28. Oct. 2022 | Teaching | reading *Seq2seq Models Tutorial |
|
| 05 | 4. Nov. 2022 | Teaching | reading *Step-by-step debug |
|
| 06 | 11. Nov. 2022 | Human and Automatic Evaluation Metrics |
🤔main paper additional readings BERTScore, WMT2020 Metrics, Significance |
Rebeca Oprea (engineer), Teodor Dumitrescu (author), ChiruÈ› Veronica (reviewer) |
| 07 | Data Acquisition | 🤔main paper additional important readings training LASER teacher-student references |
Ahmad Wali (engineer), Daniel Sava (author), Iordăchescu Anca (reviwer) |
|
| 08 | 25. Nov. 2022 | Language Models, Translation Models, Tokenizers |
🤔main paper additional readings BPE dropout references language models, tokenizers |
Stan Flavius (author), Bazavan Cristian (engineer), Blăgescu Alex (reviewer), Stegarescu Ana (visionary) |
| 09 | Neural MT, Attention, Multilingualilty |
🤔main paper additional readings Annotated Transformer, Illustrated Transformer, Lena Voita’s Tutorial |
Ranete Cristian (reviewer), Nedelcu Mihai (visionary), Ilicea Anca (author), Mărilă Mircea (engineer) |
|
| 10 | 9. Dec. 2022 | Tokenizers, Transformers, Explainability |
🤔main paper additional readings Visualizing Attention, Quantifying Attention Flow in Transformers |
Bleoţiu Eugen (visionary), Antal Mihaela (reviewer), Zăvelcă Miruna (engineer), Dăscălescu Dana (author) |
| 11 | 16. Dec. 2022 | 🤔main paper additional readings ChatGPT blog RLHF1, RLHF2 BLOOM📖 Galactica |
Istrati Lucian📖 (engineer), Lazăr Dorian (author), Creanga Claudiu (reviewer), Aldea Gabriela (visionary) |
|
| 12 | 23. Dec. 2022 | Projects 🌲 | ||
| 13 | 13. Jan. 2023 | Projects | ||
| 14 | 20. Jan. 2023 | Projects |