Seminar "Selected Topics in Human Language Technology and Pattern Recognition"

In the winter term 2015/16 the Lehrstuhl für Informatik 6 will host a seminar entitled "Selected Topics in Human Language Technology and Pattern Recognition".

Prerequisites for participation in the seminar

Seminar format and important dates

The blocks of presentations of the seminar Selected Topics in Human Language Technology and Pattern Recognition will take place on: Further, please note the following deadlines:

Note: failure to meet deadlines, absence without permission from compulsory sessions (presentations and preliminary meeting as announced by email to each participating student), or dropping out of the seminar after more than 3 weeks after the preliminary meeting/topic distribution results in the grade 5.0/not appeared.

Topics, relevant references and participants

Specific topics will be introduced at a preparatory meeting in the seminar room at the Lehrstuhl für Informatik 6.
In general, selected topics from the following general areas of Human Language Technology and Pattern Recognition will be offered: Some possible topics, supervisors, and basic references:
  1. The IBM Translation Models (Wo; Supervisor: Weiyue Wang)
    References:
  2. Decoding for Phrase-Based Statistical Machine Translation (Golovin; Supervisor: Weiyue Wang)
    References:
  3. Machine Translation Evaluation (Linhart; Supervisor: Stephan Peitz)
    References:
  4. Parameter Tuning for Statistical Machine Translation (Hegselmann; Supervisor: Jan-Thorsten Peter)
    References:
  5. Reordering Models for Statistical Machine Translation (Schulte; Supervisor: Yunsu Kim)
    References:
  6. Factored Machine Translation (Feser; Supervisor: Stephan Peitz)
    References:
  7. System Combination for Machine Translation (Bock; Supervisor: Weiyue Wang)
    References:
  8. Word Embeddings and Neural Networks (Jiang; Supervisor: Jan-Thorsten Peter)
    References:
  9. Language Model Pruning (Tran; Supervisor: Parnia Bahar)
    References:
  10. Feed-Forward Neural Network-based Language Models (Supervisor: Parnia Bahar)
    References:
  11. Recurrent Neural Network-based Language Models (Jendrosch; Supervisor: Parnia Bahar)
    References:
  12. ADVANCED: Discriminative Training for Machine Translation (Drichel; Supervisor: Yunsu Kim)
    References:
  13. ADVANCED: Discriminative Alignment for Machine Translation (Supervisor: Yunsu Kim)
    References:
  14. ADVANCED: N-gram-based Machine Translation (Supervisor: Andreas Guta)
    References:
  15. ADVANCED: Neural Machine Translation (Rosendahl; Supervisor: Jan-Thorsten Peter)
    References:
  16. ADVANCED: Operation Sequence Model (Supervisor: Andreas Guta)
    References:
  17. ADVANCED: Syntax-Oriented Hierarchical Translation (Supervisor: Stephan Peitz)
    References:
  18. Convolutional Neural Networks (Esser; Supervisor: Patrick Doetsch)
    References:
  19. Sequences and Recurrent Neural Networks (Nix; Supervisor: Patrick Doetsch)
    References:
  20. Generating Image Captions (Shafin; Supervisor: Harald Hanselmann)
    References:
  21. Word Classes (Nguyen; Supervisor: Kazuki Irie)
    References:
  22. Word Class Based Language Modelling (Supervisor: Yunsu Kim)
    References:
  23. Deciphering Foreign Language (Neumann; Supervisor: Julian Schamper)
    References:

Guidelines for the article and presentation

The roughly 20-page article together with the slides (between 20 & 30) for the presentation should be prepared in LaTeX format. Presentations will consist of 30 to 45 minutes presentation time & 15 minutes discussion time. Document templates for both the article and the presentation slides are provided below along with links to LaTeX documentation available online. The article and the slides should be prepared in LaTeX format and submitted electronically in pdf format. Other formats will not be accepted.

             General:
             Specific:

Contact

Inquiries should be directed to the respective supervisors or to:

Julian Schamper
RWTH Aachen
Lehrstuhl für Informatik 6
Ahornstr. 55
52074 Aachen

Raum 6129
Telefon: 0241 / 80-21615

E-Mail: schamper@cs.rwth-aachen.de