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ÚFAL Reading Group


A deep learning reading group.

ÚFAL
ÚFAL Reading Group

ÚFAL RG in 2014

The main topic of the reading group is Machine Learning and Natural Language Processing.

If you are interested sign up to our mailing list, or sign up by sending an empty e-mail to ufal-rg+subscribe@googlegroups.com.

Join our discussion community at Google+.

Regular meetings take place on Mondays at 16:00 in front of the room 424 at Malostranske namesti 25 in Prague

The program is here here. Feel free to add yourself.

Also, please edit program suggestions to tell us what kind of papers you are interested in and which ones you would like to tell us about.

Contact

Feel free to contact us at our @ufal.mff.cuni.cz addresses if you have some requests: Lukas Zilka (zilka@) and Ales Tamchyna (tamchyna@).

Program

Date Who Title Link
9/29/2014 Ales Tamchyna SEARN in Practice  
10/6/2014 Lukas Zilka Large-Scale Object Classification using Label Relation Graphs  
10/13/2014 Milan Straka Learning Character-level Representations for Part-of-Speech Tagging http://jmlr.org/proceedings/papers/v32/santos14.pdf
Efficient Estimation of Word Representations in Vector Space http://arxiv.org/pdf/1301.3781.pdf
10/20/2014 Jindrich Libovicky Distributed Representations of Sentences and Documents http://arxiv.org/pdf/1405.4053.pdf
10/27/2014 Discussion  
11/3/2014 Jindrich Helcl A Neural Probabilistic Language Model  
11/10/2014 Merged session with Martin Popel's RG.  
11/17/2014 No RG Holiday  
11/24/2014 Jan Hajic Intriguing Properties of Neural Networks  
12/1/2014 Ondrej Platek Openfst - examples  
12/8/2014 Petra Barancikova Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection  
12/15/2014 Petra Galuscakova VideoStory: A New Multimedia Embedding for Few-Example Recognition and Translation of Events http://isis-data.science.uva.nl/cgmsnoek/pub/habibian-videostory-mm2014.pdf
12/22/2014 No RG Christmas  
1/5/2015 Rudolf Rosa Tailoring Continuous Word Representations for Dependency Parsing http://ttic.uchicago.edu/~kgimpel/papers/bansal+gimpel+livescu.acl14.pdf
1/12/2015 Shadi Saleh Unifying learning to rank and domain adaptation: enabling cross-task document scoring http://ews.uiuc.edu/~zhou18/file/crosstask-kdd2014-zc-jul2014.pdf
1/19/2015 Ondrej Klejch Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks http://machinelearning.wustl.edu/mlpapers/paper_files/icml2006_GravesFGS06.pdf
1/26/2015 Ondrej Dusek Show and Tell: A Neural Image Caption Generator http://arxiv.org/pdf/1411.4555v1.pdf
2/2/2015 Michal Novak Same Referent, Different Words: Unsupervised Mining of Opaque Coreferent Mentions http://www.aclweb.org/anthology/N/N13/N13-1110.pdf
2/9/2015 Ales Tamchyna Fast and Robust Neural Network Joint Models for Statistical Machine Translation  
2/16/2015 Lukas Zilka Convolutional Neural Networks for Sentence Classification  
2/23/2015 Jan Hajic Neural Word Embedding as Implicit Matrix Factorization https://levyomer.files.wordpress.com/2014/09/neural-word-embeddings-as-implicit-matrix-factorization.pdf
3/2/2015 Ahmad Agha Ebrahimian Convolutional Neural Network Based Triangular CRF for Joint Intent Detection and Slot Filling www.clsp.jhu.edu/~puyang/papers/joint_cnn.pdf
3/9/2015 Roman Sudarikov An investigation of imitation learning algorithms for structured prediction http://jmlr.org/proceedings/papers/v24/vlachos12a/vlachos12a.pdf
3/16/2015 Martin Popel Vowpal Wabbit Tutorial  
3/23/2015 Ondrej Platek Convolutional Neural Network Approach for Semantic Role Labeling http://dx.doi.org/10.1109/IJCNN.2013.6707118
https://github.com/erickrf/nlpnet
3/30/2015 Michal Novak Distributed Word Representation Learning for Cross-Lingual Dependency Parsing https://www.aclweb.org/anthology/W/W14/W14-1613.pdf
4/6/2015 No RG Easter Monday  
4/13/2015 Rudolf Rosa Template Kernels for Dependency Parsing http://www.cs.bgu.ac.il/~yoavg/publications/naacl2015kernels.pdf
4/20/2015 Ondrej Dusek A Fast and Accurate Dependency Parser using Neural Networks http://www-cs.stanford.edu/~danqi/papers/emnlp2014.pdf
4/27/2015 Petra Barancikova Retrofitting Word Vectors to Semantic Lexicons  
5/4/2015 Petra Galuscakova Up Next: Retrieval Methods for Large Scale Related Video Suggestion  
5/11/2015 Peter Hrincar Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation http://arxiv.org/pdf/1406.1078v3.pdf
5/18/2015 Shadi Saleh Learning to translate queries for CLIR http://dl.acm.org/citation.cfm?id=2609539
5/25/2015 Lukáš Žilka DRAW: A Recurrent Neural Network For Image Generation http://arxiv.org/pdf/1502.04623v2
6/1/2015 Jindřich Libovický Neural Turing Machine http://arxiv.org/pdf/1410.5401.pdf