Training Materials
Overview
Slide collections of tutorials, courses, workshops
- Machine Learning Tutorial (Grzegorz Chrupala and Nicolas Stroppa)
- Course on Treebank Annotation (Prague, 2010)
- Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT (Mumbai, 2012)
Videos of the conferences
- META-FORUM 2012, Brussels
- META-FORUM 2011, Budapest
- Translingual Europe – International Conference on Advanced Translation Technology for Multilingual Europe 2010, Berlin
- Statistical Learning, Machine Translation and Textual Information Access (SMART) Workshop 2007, Grenoble
- Statistical Multilingual Analysis for Retrieval and Translation (SMART) Dissemination Workshop 2009, Barcelona
- W3C Workshop: Content on the Multilingual Web 2011, Pisa
Video Tutorials - NLP and Machine Learning
- Natural Language Processing (Craig H. Martell)
- Deep Learning in Natural Language Processing (Jason Weston, Ronan Collobert)
- Probabilities and Language Models (Joan Andreu Sánchez)
Video Tutorials - Tagging & Parsing
- Incrementally learning an Incremental parser (Yoav Seginer)
- Unsupervised Learning of Syntactic Structure (Chris Manning)
- An introduction to grammars and parsing (Mark Johnson)
- Practical Linguistically Motivated Parsing (Stephen Clark)
- Generative and Discriminative Models in Statistical Parsing (Michael Collins)
- A Support Vector Machine Approach to Dutch Part-of-Speech Tagging (Mannes Poel)
Video Tutorials - Semantics (disambiguation, Semantic Web etc.)
- Human Language Technology for the Semantic Web (Hamish Cunningham)
Video Tutorials - Summarisation
- Text Summarisation (Ani Nenkova)
Video Tutorials - Language Resources
- Polish Language Resources and Tools: Towards Multilinguality (Adam Przepiórkowski)
- Language Resources Infrastructure for Bulgarian (Kiril Ivanov Simov)
Video Tutorials - Machine Translation
- Machine translation (Adam Lopez)
- Machine translation (John DeNero)
- Statistical Machine Translation (Roland Kuhn)
- Phrase-based and factored statistical machine translation (Philipp Koehn)
- Introduction to Machine Translation (Joan Andreu Sánchez)
Video Tutorials - Text Mining
- Text Mining and Link Analysis (Marko Grobelnik, Dunja Mladenic, IJCAI-09; ppt slides ECML/PKDD 2008, Antwerp)
- Text Mining and Link Analysis for Web and Semantic Web (Marko Grobelnik, Dunja Mladenic, Blas Fortuna)
- Text Mining, Information and Fact Extraction (Marie-Francine Moens)
Tutorial slides
- Multiword Expressions in NLP (Jan Odijk, LOT Summer School, Utrecht 2004)
- Acoustic Databases (Jan Odijk, ELSNET Summer School, Prague 2001)