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courses:rg [2015/10/15 10:27]
popel |
courses:rg [2016/04/26 16:02]
popel |
| ^ Contact | popel@ufal.mff.cuni.cz | | ^ Contact | popel@ufal.mff.cuni.cz | |
| ^ Mailing list | rg@ufal.mff.cuni.cz | | ^ Mailing list | rg@ufal.mff.cuni.cz | |
| ^ Meetings | Mondays 16:00, S1 | | ^ Meetings | Mondays 17:20, S6 | |
| ^ Past meetings| [[courses:rg:past|courses:rg:past]] | | ^ Past meetings| [[courses:rg:past|courses:rg:past]] | |
| ^ Inspiration | [[courses:rg:wishlist|courses:rg:wishlist]] | | ^ Inspiration | [[courses:rg:wishlist|courses:rg:wishlist]] | |
| ^ Other reading groups | [[https://github.com/ufal/rg/wiki|Machine Learning RG]] | | ^ Other reading groups | [[https://github.com/ufal/rg/wiki|Machine Learning RG]] | |
| |
| === Autumn&Winter 2015/2016 (preliminary plan) === | === Spring&Summer 2016 === |
| ^ date | **speaker** | **paper** | | ^ date | **speaker** | **paper** | |
| ^ Oct 5 | | startup meeting | | ^ Feb 22 | Martin Popel | W Ammar, G Mulcaire, M Ballesteros, C Dyer, NA Smith: [[http://arxiv.org/pdf/1602.01595.pdf|One Parser, Many Languages]] 2016 | |
| ^ Oct 12 | Lukáš Žilka, Milan Straka | Programming hackaton, based on [[http://web.stanford.edu/class/cs168/|The Modern Algorithmic Toolbox]], read in advance lecture [[http://web.stanford.edu/class/cs168/l/l1.pdf|1]] and [[http://web.stanford.edu/class/cs168/l/l2.pdf|2]] | | ^ Feb 29 | | cont. | |
| ^ Oct 19 | Martin Popel | Mark Johnson: [[http://cs.brown.edu/courses/cs195-5/fall2009/docs/lecture_10-27.pdf|A brief introduction to kernel classifiers]], 2009. You can also read [[http://ciml.info/dl/v0_9/ciml-v0_9-ch09.pdf|a chapter from ciml.info]]. [[courses:rg:2014:kernels|Questions]] | | ^ Mar 7 | Jindřich Libovický | Marc'Aurelio Ranzato, Sumit Chopra, Michael Auli, Wojciech Zaremba: [[http://arxiv.org/abs/1511.06732|Sequence Level Training with Recurrent Neural Networks]], 2016 | |
| ^ Oct 26 | Lukáš Žilka, Milan Straka | hands-on tutorial on using some neural network toolkit | | ^ Mar 14 | Jindřich Libovický | cont. | |
| ^ Nov 2 | | Michael Collins: [[http://ucrel.lancs.ac.uk/acl/W/W02/W02-1001.pdf|Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms]], EMNLP 2002. | | ^ May 21 | Jindřich Helcl | Debanjan Ghosh, Weiwei Guo, Smaranda Muresan: [[http://www.aclweb.org/anthology/D15-1116|Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words]] EMNLP 2015 | |
| ^ Nov 9 | — | no RG, dean's day | | ^ Mar 28 | no RG | Easter Monday | |
| ^ Nov 16 | | Andrew McCallum, Dayne Freitag, Fernando Pereira: [[http://www.ai.mit.edu/courses/6.891-nlp/READINGS/maxent.pdf|Maximum Entropy Markov Models for Information Extraction and Segmentation]], Conference on Machine Learning 2000, [[http://courses.ischool.berkeley.edu/i290-dm/s11/SECURE/gidofalvi.pdf|slides]] | | ^ Apr 4 | Milan Straka | Stack LSTM http://arxiv.org/abs/1505.08075 | |
| ^ Nov 23 | | John Lafferty, Andrew McCallum, Fernando Pereira: [[http://www.cs.utah.edu/~piyush/teaching/crf.pdf|Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data]], 2001. [[courses:rg:2014:crf|Questions]] | | ^ Apr 11 | Milan Straka | [[http://arxiv.org/abs/1603.06270|Multi-Task Cross-Lingual Sequence Tagging from Scratch]] and eventually also [[http://arxiv.org/abs/1603.01360|Network Architectures for NER]] | |
| ^ Nov 30 | | | | ^ Apr 18 | Rudolf Rosa | Rico Sennrich, Barry Haddow, Alexandra Birch: [[http://arxiv.org/pdf/1508.07909v3.pdf|Neural Machine Translation of Rare Words with Subword Units]], 2016| |
| ^ Dec 7 | | | | ^ Apr 25 | Tom Kocmi | Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan: [[https://arxiv.org/abs/1603.06155|A Persona-Based Neural Conversation Model]], 2016| |
| ^ Dec 14 | | | | ^ May 2 | Pasky | | |
| | ^ May 9 | ? | | |
| | ^ May 16 | Shadi Saleh | | |
| | ^ May 23 | special last RG | travelling to LREC | |
