Jindřich Helcl

Main Research Interests

Collocations in multiple languages, Machine translation, Machine learning for NLP applications

Projects

• Neural Monkey - an open-source toolkit for sequence learning using TensorFlow

Teaching

• Compendium of Neural Machine Translation (link to SIS)

Selected Bibliography

• Libovický, J. & Helcl, J. (2017, August). Attention Strategies for Multi-Source Sequence-to-Sequence Learning. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Vancouver, Canada. (p. 196-202)
• Helcl, J. & Libovický, J. (2017, April). Neural monkey: An open-source tool for sequence learning. In The Prague Bulletin of Mathematical Linguistics (107) (p. 5–17)
• Bojar, O., Sudarikov, R., Kocmi, T., Helcl, J., & Cıfka, O. (2016, December). UFAL Submissions to the IWSLT 2016 MT Track. In Proceedings of the ninth International Workshop on Spoken Language Translation (IWSLT), Seattle, WA.
• Avramidis, E., Macketanz, V., Burchardt, A., Helcl, J., & Uszkoreit, H. (2016, October). Deeper Machine Translation and Evaluation for German. In 2nd Deep Machine Translation Workshop (p. 29).
• Libovický, J., Helcl, J., Tlustý, M., Bojar, O., & Pecina, P. (2016, August). CUNI System for WMT16 Automatic Post-Editing and Multimodal Translation Tasks. In Proceedings of the First Conference on Machine Translation (p. 646)