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sesiuni:ml4nlp [2015/06/17 16:54] adrian.sc [Registration] |
sesiuni:ml4nlp [2015/06/23 20:30] (current) adrian.sc [Registration] |
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| **Time**: | **Time**: | ||
| * **Week 1 (lectures and hands-on sessions)**: 15 June 2015 - 19 June 2015, daily between 5:00pm and 8:00pm | * **Week 1 (lectures and hands-on sessions)**: 15 June 2015 - 19 June 2015, daily between 5:00pm and 8:00pm | ||
| - | * **Week 2 (projects)**: 22 June 2015 - 26 June 2015, daily between 5:00pm and 7:00pm | + | * **Week 2 (project)**: 23 June 2015 - 26 June 2015, daily between 5:00pm and 7:00pm |
| **Place**: | **Place**: | ||
| * **Room EG306**, Faculty of Computer Science and Automatic Control at the "Politehnica" University of Bucharest | * **Room EG306**, Faculty of Computer Science and Automatic Control at the "Politehnica" University of Bucharest | ||
| + | {{:sesiuni:hartaacces2.jpg?400 |}} | ||
| + | {{ :sesiuni:hartaacces1.png?400 |}} | ||
| == Introduction == | == Introduction == | ||
| The purpose of this workshop is to provide a crash-course introduction to the state-of-the-art Machine Learning techniques currently used in solving software engineering problems involving Natural Language. | The purpose of this workshop is to provide a crash-course introduction to the state-of-the-art Machine Learning techniques currently used in solving software engineering problems involving Natural Language. | ||
| Line 49: | Line 51: | ||
| * [[https://docs.google.com/presentation/d/1LSpKorhDbdGexWd1_luj1Wnv_elG7OGMAVCPBYs2sNg/edit#slide=id.g59b4f233c_0_179|Day 2 - Introduction to Natural Language Processing]] | * [[https://docs.google.com/presentation/d/1LSpKorhDbdGexWd1_luj1Wnv_elG7OGMAVCPBYs2sNg/edit#slide=id.g59b4f233c_0_179|Day 2 - Introduction to Natural Language Processing]] | ||
| * [[https://docs.google.com/presentation/d/1s2ri926KHJX9PxoA7XfTt9dji8jol-_6OG3lcR_sB4E/edit?usp=sharing|Day 3 - Introduction to Language Modelling with N-Grams and Text Classification]] | * [[https://docs.google.com/presentation/d/1s2ri926KHJX9PxoA7XfTt9dji8jol-_6OG3lcR_sB4E/edit?usp=sharing|Day 3 - Introduction to Language Modelling with N-Grams and Text Classification]] | ||
| + | * [[https://docs.google.com/presentation/d/162NYY_yNOuVR5d-XnlUz8i4rMYghm2BN_XVFSieH0EA/edit?usp=sharing|Day 4 - Topic Modelling and Introduction to Neural Networks]] | ||
| + | * [[https://docs.google.com/presentation/d/1Oz4KrIsVpK_Be_neXMY24GOlXM4cjVa_MbNlFHMNFuk/edit?usp=sharing|Day 5 - Applications of Deep Learning in NLP]] | ||
| ==== Week 2 ==== | ==== Week 2 ==== | ||
| - | During the second week, there will be five consecutive Hackathon sessions, aiming to come up with prototypes to a limited number of engineering problems (exact list of problems to be announced). Only limited places exist for the projects, and the participants from the first week who wish to stay on and do a project will be selected based on availability and project affinity, and announced on June 20th, 2015. | + | During the second week, there will be four consecutive Hackathon sessions, aiming to come up with prototypes to an engineering problem. Only four places exist for the project, and the participants from the first week who wish to stay on and do the project will be selected based on availability and project affinity, and announced on June 20th, 2015. |
| - | The definite project list will be announced by June 1st. On the list of available projects will be: | + | The title of the project will be: |
| * Text Regeneration from OCRed PDF Documents | * Text Regeneration from OCRed PDF Documents | ||
| - | * Spam Filtering | ||
| == Prerequisites == | == Prerequisites == | ||
| Line 73: | Line 76: | ||
| Registrants were announced of the outcome of their application by email on June 9th, 2015. The selected course participants were: | Registrants were announced of the outcome of their application by email on June 9th, 2015. The selected course participants were: | ||
| - | ^ Participant Name ^ Participant Affiliation ^^^ | + | ^ Participant Name ^ Participant Affiliation ^^^^ |
| - | ^ ^ Faculty ^ University ^ Position ^ | + | ^ First Last ^ Faculty ^ University ^ Position ^ Week 2 Hackathon ^ |
| - | | Andrei Stefan Tuicu | ACS | Politehnica University of Bucharest | Undergraduate, Year 3 | | + | | Andrei Stefan Tuicu | ACS | Politehnica University of Bucharest | Undergraduate, Year 3 | ✓ | |
| - | | Andrei-Vlad Fulgeanu | ACS | Politehnica University of Bucharest | Undergraduate, Year 4 | | + | | Andrei-Vlad Fulgeanu | ACS | Politehnica University of Bucharest | Undergraduate, Year 4 | ✓ | |
| | Teodor Szente | N/A (high scool) | Cantemir Voda National College | Student | | | Teodor Szente | N/A (high scool) | Cantemir Voda National College | Student | | ||
| | Gabriel Rotaru | ACS | Politehnica University of Bucharest | Undergraduate, Year 2 | | | Gabriel Rotaru | ACS | Politehnica University of Bucharest | Undergraduate, Year 2 | | ||
| | Bogdan Merlusca | FILS | Politehnica University of Bucharest | Graduated, Class of 2007 | | | Bogdan Merlusca | FILS | Politehnica University of Bucharest | Graduated, Class of 2007 | | ||
| | Vlad-Ovidiu Lupu | FMI | University of Bucharest | Undergraduate, Year 2 | | | Vlad-Ovidiu Lupu | FMI | University of Bucharest | Undergraduate, Year 2 | | ||
| - | | Eduard Lache | ACS | Politehnica University of Bucharest | | | + | | Eduard Lache | ACS | Politehnica University of Bucharest | Undergraduate, Year 2 | ✓ | |
| - | | Daniel Dogaru | ACS | Politehnica University of Bucharest | Undergraduate, Year 4 | | + | | Daniel Dogaru | ACS | Politehnica University of Bucharest | Undergraduate, Year 4 | ✓ | |
| - | | George-Cristian Muraru | ACS | Politehnica University of Bucharest | Undergraduate, Year 2 | | + | | George-Cristian Muraru | ACS | Politehnica University of Bucharest | Undergraduate, Year 2 | ✓ | |
| | Ioana-Alina Bănică | ETTI | Politehnica University of Bucharest | Undergraduate, Year 4 | | | Ioana-Alina Bănică | ETTI | Politehnica University of Bucharest | Undergraduate, Year 4 | | ||
| - | | Eduard George Ionescu | FMI | University of Bucharest | | | + | | Eduard George Ionescu | FMI | University of Bucharest | Undergraduate, Year 1 | |
| - | | Vladu Ana Maria | ETTI | Politehnica University of Bucharest | | | + | | Vladu Ana Maria | ETTI | Politehnica University of Bucharest | Undergraduate, Year 4| |
| | Matei Popovici | ACS | Politehnica University of Bucharest | Lecturer | | | Matei Popovici | ACS | Politehnica University of Bucharest | Lecturer | | ||
| ACS - Faculty of Automatic Control and Computer Science | ACS - Faculty of Automatic Control and Computer Science | ||
| Line 92: | Line 95: | ||
| FILS - Faculty of Engineering in Foreign Languages | FILS - Faculty of Engineering in Foreign Languages | ||
| ETI - Faculty of Electronics, Telecommunication and Information Technology | ETI - Faculty of Electronics, Telecommunication and Information Technology | ||
| - | == Organizers == | + | == Instructor and Organizer == |
| ==== Adrian Scoică ==== | ==== Adrian Scoică ==== | ||