Jindřich Libovický
Main Research Interests
neural machine translation, combining language and vision, multimodal translation
Projects
Until August 2020 I am at the Ludwig-Maxmilians-Universität München and do not participate in projects at Charles University.
Curriculum Vitae
Experience
- Researcher @Ludwig-Maximilians-Universität München (2019 – 2020)
- Research Assistant @Charles University (2013 – 2019)
- Software Engineering Intern @Google (2017)
- Analytic Linguist Intern @Google (2016)
- Research Development Support @IBM Czech Republic (2012 – 2015)
Education
- Ph.D. in Computational Linguistics, Charles University, Faculty of Mathematics and Physics (2013 – 2019)
- Masters degree in Media Studies (2014 – 2017), Charles University, Faculty of Social Sciences
- Masters degree in Computational Linguistics (2011 – 2013), Charles University, Faculty of Mathematics and Physics
- Bachelor degree in Media Studies (2011 – 2014), Charles University, Faculty of Social Sciences
- Bachelor degree in Computer Science (2007 – 2011), Charles University, Faculty of Mathematics and Physics
Teaching
- Compendium of Neural Machine Translation
- Introduction to Natural Language Processing (at Czech Technical University with Zdeněk Žabokrtský and others)
I am happy to supervise NLP-related bachelor and master theses, have a look at some prospective topics.
Selected Bibliography
- CUNI System for the WMT19 Robustness Task. In: Fourth Conference on Machine Translation - Proceedings of the Conference, pp. 738-742, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-950737-27-7 (local PDF, local PDF, bibtex)
- Neural Networks as Explicit Word-Based Rules. In: The BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP at ACL 2019, pp. 10-10, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-950737-30-7 (local PDF, local PDF, bibtex)
- Multimodality in Machine Translation (PhD thesis). In: (local PDF, local PDF, bibtex)
- Probing Representations Learned by Multimodal Recurrent and Transformer Models (Electronic). (url)
- Multimodal Abstractive Summarization for How2 Videos. In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pp. 6587-6596, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-950737-48-2 (local PDF, local PDF, bibtex)
- Neural Monkey: The Current State and Beyond. In: The 13th Conference of The Association for Machine Translation in the Americas, Vol. 1: MT Researchers’ Track, pp. 168-176, The Association for Machine Translation in the Americas, Stroudsburg, PA, USA (local PDF, local PDF, obd, bibtex)
- CUNI System for the WMT18 Multimodal Translation Task. In: Proceedings of the Third Conference on Machine Translation, Volume 2: Shared Tasks, pp. 622-629, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-948087-81-0 (pdf, local PDF, local PDF, obd, bibtex)
- Machine Translation Evaluation beyond the Sentence Level. In: Proceedings of the 21st Annual Conference of the European Association for Machine Translation (2018), pp. 179-188, European Association for Machine Translation, Allschwil, Switzerland, ISBN 978-84-09-01901-4 (local PDF, local PNG, obd, bibtex)
- End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing EMNLP 2018, pp. 3016-3021, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-948087-84-1 (local PDF, local PDF, obd, bibtex)
- Input Combination Strategies for Multi-Source Transformer Decoder. In: Proceedings of the Third Conference on Machine Translation, Volume 1: Research Papers, pp. 253-260, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-948087-81-0 (local PDF, local PDF, obd, bibtex)
- Multimodal Abstractive Summarization for Open-Domain Videos. In: Visually Grounded Interaction and Language (ViGIL), pp. 1-8, Neural Information Processing Systems (NIPS) Foundation, La Jolla, CA, USA (pdf, local PDF, local PDF, local PDF, obd, bibtex)
- Solving Three Czech NLP Tasks End-to-End with Neural Models. In: Proceedings of the 18th conference ITAT 2018: Slovenskočeský NLP workshop (SloNLP 2018), pp. 138-143, CreateSpace Independent Publishing Platform, Košice, Slovakia, ISBN 978-1727267198 (pdf, local PDF, local PDF, obd, bibtex)
- Results of the WMT17 Neural MT Training Task. In: Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers, pp. 525-533, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-96-8 (local PDF, obd, bibtex)
- CUNI System for the WMT17 Multimodal Translation Task. In: Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers, pp. 450-457, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-96-8 (local PDF, obd, bibtex)
- Neural Monkey: An Open-source Tool for Sequence Learning. In: The Prague Bulletin of Mathematical Linguistics, ISSN 0032-6585, 107, pp. 5-17 (local PDF, obd, bibtex)
- 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), pp. 196-202, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-76-0 (local PDF, local PDF, obd, bibtex)
- CzEng 1.6: Enlarged Czech-English Parallel Corpus with Processing Tools Dockered. In: Text, Speech, and Dialogue: 19th International Conference, TSD 2016, Lecture Notes in Computer Science, ISSN 0302-9743, 9924, pp. 231-238, Springer International Publishing, Cham / Heidelberg / New York / Dordrecht / London, ISBN 978-3-319-45509-9 (url, obd, bibtex)
- Neural Scoring Function for MST Parser. In: Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016), pp. 694-698, European Language Resources Association, Paris, France, ISBN 978-2-9517408-9-1 (obd, bibtex)
- CUNI System for WMT16 Automatic Post-Editing and Multimodal Translation Tasks. In: Proceedings of the First Conference on Machine Translation (WMT). Volume 2: Shared Task Papers, pp. 646-654, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-10-4 (pdf, obd, bibtex)
- A Dataset and Evaluation Metric for Coherent Text Recognition from Scene Images. In: Multimodal Corpora: Computer vision and language processing, pp. 33-36, European Language Resources Association, Paris, France (pdf, obd, bibtex)
- A Machine Learning Approach to Hypothesis Decoding in Scene Text Recognition. In: Computer Vision - ACCV 2014 Workshops, Lecture Notes in Computer Science, ISSN 0302-9743, 9009, pp. 169-180, Springer International Publishing, Switzerland, ISBN 978-3-319-16630-8 (obd, bibtex)
- IBM’s Belief Tracker: Results On Dialog State Tracking Challenge Datasets. In: Proceedings of the Workshop on Dialogue in Motion, pp. 10-18, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-937284-81-7 (obd, bibtex)
- Knowledge-based Dialog State Tracking. In: Proceedings of the 2014 IEEE Spoken Language Technology Workshop (SLT), pp. 348-353, IEEE, Lake Tahoe, NV, USA, ISBN 9781479971305 (obd, bibtex)
- Tolerant BLEU: a Submission to the WMT14 Metrics Task. In: Proceedings of the Ninth Workshop on Statistical Machine Translation, pp. 409-413, Association for Computational Linguistics, Baltimore, MD, USA, ISBN 978-1-941643-17-4 (local PDF, obd, bibtex)
See the full list on my Google Scholar profile or our institute's database.
Recent Blog Posts
Visit my blog at jlibovicky.github.io.