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courses:rg [2013/03/04 16:47] ufal |
courses:rg [2015/10/05 18:33] 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, |
* Select a term (write your name to the schedule below) before Feb 25. | * Select a term (write your name to the schedule below) before October 13. |
* If no paper is assigned to the term, suggest [[mailto:popel@ufal.mff.cuni.cz|me]] 2--3 papers you would like to present (with pdf links, and your preferences) before March 4. Ideally, make a group of 2--4 students presenting papers on a common topic (starting from basics to more advance papers). | * If no paper is assigned to the term, suggest [[mailto:popel@ufal.mff.cuni.cz|me]] 2--3 papers you would like to present (with pdf links, and your preferences) before October 20. Ideally, make a group of 2--4 students presenting papers on a common topic (starting from basics to more advance papers). |
* Prepare your presentation and 3--6 quiz questions. At least 3 of the questions should ask for a specific answer, e.g. "write an equation for...", "given training set X=([dog,N],[cat,Y]), what is the number..." (Not "what do you think about..."). The first question should be quite easy to answer for those who have read the whole paper. The last question may be a tricky one. Send me the questions two weeks before your presentation. We may discuss the paper and refine the questions. | * Prepare your presentation and 3--5 quiz questions. At least 3 of the questions should ask for a specific answer, e.g. "write an equation for...", "given training set X=([dog,N],[cat,Y]), what is the number..." (Not "what do you think about..."). The first question should be quite easy to answer for those who have read the whole paper. The last question may be a tricky one. Send me the questions two weeks before your presentation. We may discuss the paper and refine the questions. |
* One week before the presentation, write the questions to a dedicated wiki page here. Send a reminder (questions and a link to the pdf of the paper) to rg@ufal.mff.cuni.cz ([[http://ufal.mff.cuni.cz/mailman/listinfo/rg|subscribe]] first) by Monday 16:00. | * One week before the presentation, write the questions to a dedicated wiki page here. Send a reminder (questions and a link to the pdf of the paper) to rg@ufal.mff.cuni.cz by Monday 15:45. |
* One week after the presentation (at the latest), write your (or the best) answers below the questions, plus a summary of interesting points discussed at the presentation (report). | |
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* active participation in the discussions, which is conditioned by reading the papers in advance and attending the meetings, | * active participation in the discussions, which is conditioned by reading the papers in advance and attending the meetings, |
* sending your answers to me and the presenter by Friday 23:59 (so the presenter can go through all answers before the presentation and focus more on problematic parts). | * sending your answers to me and the presenter by Saturday 23:59 (so the presenter can go through all answers before the presentation and focus more on problematic parts). |
* In case of more than three missed meetings or deadlines, additional reports (or answers to tricky questions) are required. | * In case of more than three missed meetings or deadlines, additional work (e.g. reports or answers to tricky questions) will be required. |
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All questions, reports and presented papers must be in English. The presentations are in English by default, but if all present people agree it may be in Czech. | All questions, reports and presented papers must be in English. The presentations are in English by default, but if all present people agree it may be in Czech. |
^ 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 | |
^ List Archive | [[http://ufal.mff.cuni.cz/mailman/listinfo/rg]] | | ^ Meetings | Mondays 16:00, S1 | |
^ Meetings | Mondays 16:00, room 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]] | |
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=== Spring&Summer 2013 === | === Autumn&Winter 2015/2016 (preliminary plan) === |
^ date | **speaker** | **paper** | | ^ date | **speaker** | **paper** | |
^ Feb 18 | | startup meeting| | ^ Oct 5 | | startup meeting | |
^ Feb 25 | 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_8/ciml-v0_8-ch09.pdf|a chapter from cimpl.info]] | | ^ 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]] | |
^ Mar 4 | Ondřej Dušek | Michael Collins, Nigel Duffy: [[http://www.cs.cmu.edu/Groups/NIPS/NIPS2001/papers/psgz/AA58.ps.gz|Convolution kernels for natural language]], NIPS 2001. [[courses:rg:2013:convolution-kernels|Questions]] | | ^ 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]] | |
^ Mar 11 | Ondřej Košarko | Aron Culotta, Jeffrey Sorensen: [[http://www.newdesign.aclweb.org/anthology-new/P/P04/P04-1054.pdf|Dependency Tree Kernels for Relation Extraction]], ACL 2004. | | ^ Oct 26 | | 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. | |
^ Mar 18 |Jindřich Helcl | Intro to Structured prediction. 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. As for the intro, [[http://people.mmci.uni-saarland.de/~titov/teaching/seminar-struct-prediction/struct-pred-class-01.pdf|Ivan Titov]] or [[http://nlpers.blogspot.cz/2006/04/what-is-structured-prediction.html|Hal Daumé]] have nice materials ([[http://nlpers.blogspot.cz/2006/01/structured-prediction-1-whats-out.html|Hal has many more]]). | | ^ Nov 2 | | 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]] | |
^ Mar 25 | Sara van de Moosdijk | 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 9 | — | no RG, dean's day | |
^ Apr 1 |--- | no RG, Easter (and April Fool's Day) | | ^ Nov 16 | | | |
^ Apr 8 | Vincent Kríž | 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 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 15 | Ondřej Fiala | Ashish Venugopal, Jakob Uszkoreit, David Talbot, Franz J. Och, Juri Ganitkevitch: [[http://aclweb.org/anthology-new/D/D11/D11-1126.pdf|Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation]], 2011 | | ^ Nov 30 | | | |
^ Apr 22 | Matěj Korvas | Yansong Feng, Mirella Lapata: [[http://aclweb.org/anthology-new/N/N10/N10-1125.pdf|Topic Models for Image Annotation and Text Illustration]] | | ^ Dec 7 | | | |
^ Apr 29 | Karel Bílek | | | ^ Dec 14 | | | |
^ May 6 | Jan Mašek | | | |
^ May 13 | Matouš Macháček | | | |
^ May 20 | Petr Jankovský | last RG | | |