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courses:rg [2014/10/06 17:12]
sudarikov |
courses:rg [2015/10/15 10:26]
popel |
| ~~NOTOC~~ | ~~NOTOC~~ |
| ===== Reading Group ===== | |
| | ===== Reading Group ===== |
| Official name of this course is [[https://is.cuni.cz/studium/predmety/index.php?do=predmet&kod=NPFL095|NPFL095]] **Modern Methods in Computational Linguistics**. It is a continuation of informal Reading Group (RG) meetings. Requirements for getting credits: | Official name of this course is [[https://is.cuni.cz/studium/predmety/index.php?do=predmet&kod=NPFL095|NPFL095]] **Modern Methods in Computational Linguistics**. It is a continuation of informal Reading Group (RG) meetings. Requirements for getting credits: |
| * presenting one paper, | * presenting one paper, |
| ^ 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, room S1 | | ^ Meetings | Mondays 16:00, S1 | |
| ^ 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 2014/2015 === | === Autumn&Winter 2015/2016 (preliminary plan) === |
| ^ date | **speaker** | **paper** | | ^ date | **speaker** | **paper** | |
| ^ Oct 6 | | startup meeting | | ^ Oct 5 | | startup meeting | |
| ^ Oct 13 | Jindřich Libovický | Peter F. Brown et all.: [[http://www.aclweb.org/anthology/J92-4003|Class-Based n-gram Models of Natural Language]], Computational Linguistics, 1992. See also [[http://statmt.blogspot.cz/2014/07/understanding-mkcls.html| notes about the mkcls implementation]] | | ^ 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]] | |
| ^ Oct 20 | Tomáš Kraut | 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.| | ^ Oct 19 or Oct 20 | 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]] | |
| ^ Oct 27 | Roman Sudarikov | 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]] | | ^ Oct 26 | Lukáš Žilka, Milan Straka | hands-on tutorial on using some neural network toolkit | |
| ^ Nov 3 | | John Lafferty, Andrew McCallum, Fernando Pereira: [[http://www.cis.upenn.edu/~pereira/papers/crf.pdf|Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data]], 2001. | | ^ 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. | |
| ^ Nov 10 | | Joseph Turian, Lev Ratinov, Yoshua Bengio: [[http://anthology.aclweb.org//P/P10/P10-1040.pdf|Word representations: A simple and general method for semi-supervised learning]], ACL 2010. | | ^ Nov 9 | — | no RG, dean's day | |
| ^ <del>Nov 17</del> | --- | no RG (Struggle for Freedom and Democracy Day) | | ^ 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]] | |
| ^ Nov 24 | | | | ^ 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]] | |
| ^ Dec 1 | | | | ^ Nov 30 | | | |
| ^ Dec 7 | | | | ^ Dec 7 | | | |
| ^ Dec 14 | | | | ^ Dec 14 | | | |
| ^ Jan 5 | | last RG | | |
