David Mareček - Publications
- Debiasing Algorithm through Model Adaptation. In: Proceedings of the 12th International Conference on Learning Representations, pp. 1-20, International Conference on Learning Representations (ICLR), Appleton, USA, ISBN 9781713898658 (url, bibtex)
- Annotation and automated classification of dramatic situations. In: Computational Drama Analysis: Reflecting on Methods and Interpretations, pp. 107-122, De Gruyter, Berlin, Boston, ISBN 9783111071763 (url, bibtex)
- Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test. In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 6922-6928, European Language Resources Association, Torino, Italy, ISBN 978-2-493814-10-4 (pdf, bibtex)
- The Functional Relevance of Probed Information: A Case Study. In: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, pp. 835-848, Association for Computational Linguistics, Kerrville, TX, USA, ISBN 978-1-959429-44-9 (url, bibtex)
- Exploring the Impact of Training Data Distribution and Subword Tokenization on Gender Bias in Machine Translation. In: Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 885-896, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 979-8-89176-014-1 (pdf, local PDF, bibtex)
- Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages. In: Findings of the Association for Computational Linguistics: ACL 2023, pp. 5661-5681, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-959429-62-3 (url, bibtex)
- Don’t Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information. In: Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP), pp. 17-29, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-955917-68-1 (pdf, bibtex)
- GPT-2-based Human-in-the-loop Theatre Play Script Generation. In: Proceedings of the 4th Workshop of Narrative Understanding, pp. 29-37, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-955917-85-8 (url, local PDF, bibtex)
- THEaiTRobot: An Interactive Tool for Generating Theatre Play Scripts. In: Proceedings of the 15th International Conference on Natural Language Generation: System Demonstrations, pp. 10-13, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-955917-60-5 (url, local PDF, bibtex)
- THEaiTRE: Generating Theatre Play Scripts using Artificial Intelligence. In: , ISBN 978-80-88132-14-1 (url, bibtex)
- Permeation (technical report). In: (pdf, bibtex)
- Analyzing BERT’s Knowledge of Hypernymy via Prompting. In: Proceedings of the 4th Workshop on Analyzing and Interpreting Neural Networks for NLP, pp. 275-282, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-955917-06-3 (pdf, bibtex)
- AI: Když robot píše hru (online premiéra divadelní hry) (Electronic). (url)
- Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes. In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 4589-4598, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-955917-09-4 (pdf, bibtex)
- Introducing Orthogonal Constraint in Structural Probes. In: Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, pp. 428-442, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-954085-52-7 (pdf, bibtex)
- When a Robot Writes a Play: Automatically Generating a Theatre Play Script. In: Proceedings of the ALIFE 2021: The 2021 Conference on Artificial Life, pp. 565-567, MIT Press, Cambridge, MA, USA (url, local PDF, local PDF, local ZIP, bibtex)
- THEaiTRE 1.0: Interactive Generation of Theatre Play Scripts. In: Proceedings of the Text2Story’21 Workshop, pp. 71-76, RWTH Aachen University, Aachen, Germany (pdf, local PDF, local ZIP, local PDF, bibtex)
- Using Word Embeddings and Collocations for Modelling Word Associations. In: The Prague Bulletin of Mathematical Linguistics, ISSN 0032-6585, 114, pp. 35-57 (pdf, bibtex)
- Syntax Representation in Word Embeddings and Neural Networks – A Survey. In: Proceedings of the 20th Conference Information Technologies - Applications and Theory (ITAT 2020), pp. 38-48, Tomáš Horváth, Košice, Slovakia (pdf, bibtex)
- Universal Dependencies according to BERT: both more specific and more general. In: Findings of the Association for Computational Linguistics: EMNLP 2020, pp. 2710-2722, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-952148-90-3 (url, bibtex)
- Are Multilingual Neural Machine Translation Models Better at Capturing Linguistic Features?. In: The Prague Bulletin of Mathematical Linguistics, ISSN 0032-6585, 115, pp. 143-162 (pdf, bibtex)
- Hidden in the Layers: Interpretation of Neural Networks for Natural Language Processing. In: , ISBN 978-80-88132-10-3 (url, bibtex)
- THEaiTRE: Artificial Intelligence to Write a Theatre Play. In: Proceedings of AI4Narratives — Workshop on Artificial Intelligence for Narratives, pp. 9-13, RWTH Aachen University, Aachen, Germany (pdf, local PDF, local PDF, local ZIP, bibtex)
- Measuring Memorization Effect in Word-Level Neural Networks Probing. In: 23rd International Conference on Text, Speech and Dialogue, pp. 180-188, Springer, Cham, Switzerland, ISBN 978-3-030-58322-4 (url, local PDF, bibtex)
- From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions. In: The BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP at ACL 2019, pp. 263-275, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-950737-30-7 (url, local PDF, local PDF, bibtex)
- Derivational Morphological Relations in Word Embeddings. In: The BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP at ACL 2019, pp. 173-180, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-950737-30-7 (url, 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 (url, local PDF, local PDF, bibtex)
- Extracting Syntactic Trees from Transformer Encoder Self-Attentions. In: Proceedings of the First Workshop on Analyzing and Interpreting Neural Networks for NLP, pp. 347-349, The Assotiation of Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-948087-71-1 (url, local PDF, local PDF, bibtex)
- CUNI x-ling: Parsing under-resourced languages in CoNLL 2018 UD Shared Task. In: Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, pp. 187-196, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-948087-82-7 (pdf, local PDF, local PDF, bibtex)
- CUNI Submission in WMT17: Chimera Goes Neural. In: Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers, pp. 248-256, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-96-8 (url, bibtex)
- CUNI Experiments for WMT17 Metrics Task. In: Proceedings of the Second Conference on Machine Translation, Volume 2: Shared Task Papers, pp. 604-611, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-96-8 (url, bibtex)
- Communication with Robots using Multilayer Recurrent Networks. In: Proceedings of the First Workshop on Language Grounding for Robotics, pp. 44-48, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-64-7 (pdf, bibtex)
- Slavic Forest, Norwegian Wood. In: Proceedings of the Fourth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial4), pp. 210-219, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-43-2 (pdf, local PDF, local PDF, bibtex)
- Delexicalized and Minimally Supervised Parsing on Universal Dependencies. In: Statistical Language and Speech Processing, pp. 30-42, Springer International Publishing, Cham, Switzerland, ISBN 978-3-319-45924-0 (local PDF, bibtex)
- Merged bilingual trees based on Universal Dependencies in Machine Translation. In: Proceedings of the First Conference on Machine Translation (WMT). Volume 2: Shared Task Papers, pp. 333-338, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-945626-10-4 (pdf, local PDF, local PDF, bibtex)
- Twelve Years of Unsupervised Dependency Parsing. In: Proceedings of the 16th ITAT: Slovenskočeský NLP workshop (SloNLP 2016), pp. 56-62, CreateSpace Independent Publishing Platform, Bratislava, Slovakia, ISBN 978-1537016740 (pdf, local PDF, bibtex)
- Gibbs Sampling Segmentation of Parallel Dependency Trees for Tree-Based Machine Translation. In: The Prague Bulletin of Mathematical Linguistics, ISSN 0032-6585, 105, pp. 101-110 (pdf, local PDF, bibtex)
- Moses & Treex Hybrid MT Systems Bestiary. In: Proceedings of the 2nd Deep Machine Translation Workshop, pp. 1-10, ÚFAL MFF UK, Praha, Czechia, ISBN 978-80-88132-02-8 (url, local PDF, local PDF, bibtex)
- If You Even Don't Have a Bit of Bible: Learning Delexicalized POS Taggers. In: Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016), pp. 96-103, European Language Resources Association, Paris, France, ISBN 978-2-9517408-9-1 (url, local PDF, bibtex)
- Planting Trees in the Desert: Delexicalized Tagging and Parsing Combined. In: Proceedings of the 30th Pacific Asia Conference on Language, Information and Computation, pp. 199-207, Kyung Hee University, Seoul, Korea, ISBN 978-89-6817-428-5 (pdf, local PDF, local PDF, bibtex)
- Multilingual Unsupervised Dependency Parsing with Unsupervised POS tags. In: MICAI 2015: Advances in Artificial Intelligence and Soft Computing, Part I, pp. 72-82, Springer, Berlin / Heidelberg, ISBN 978-3-319-27059-3 (bibtex)
- Dealing with Function Words in Unsupervised Dependency Parsing. In: 15th International Conference on Computational Linguistics and Intelligent Text Processing, pp. 250-261, Springer, Berlin / Heidelberg, ISBN 978-3-642-54905-2 (local PDF, bibtex)
- Adaptation of machine translation for multilingual information retrieval in medical domain. In: Artificial Intelligence in Medicine, ISSN 0933-3657, vol. 61, no. 3, pp. 165-185 (url, bibtex)
- Multilingual Dependency Parsing: Using Machine Translated Texts instead of Parallel Corpora. In: The Prague Bulletin of Mathematical Linguistics, ISSN 0032-6585, 102, pp. 93-104 (pdf, bibtex)
- HamleDT 2.0: Thirty Dependency Treebanks Stanfordized. In: Proceedings of the 9th International Conference on Language Resources and Evaluation (LREC 2014), pp. 2334-2341, European Language Resources Association, Reykjavík, Iceland, ISBN 978-2-9517408-8-4 (pdf, local PDF, local PDF, bibtex)
- HamleDT: Harmonized Multi-Language Dependency Treebank. In: Language Resources and Evaluation, ISSN 1574-020X, vol. 48, no. 4, pp. 601-637 (url, local PDF, bibtex)
- Khresmoi Professional: Multilingual Semantic Search for Medical Professionals. In: Proceedings of the ACM SIGIR Workshop on Health Search and Discovery: Helping Users and Advancing Medicine, pp. 31-34, Microsoft Research, Cambridge, UK (url, local PDF, bibtex)
- Cross-language Study on Influence of Coordination Style on Dependency Parsing Performance (technical report). In: (pdf, local PDF, bibtex)
- Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing. In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pp. 281-290, Association for Computational Linguistics, Sofija, Bulgaria, ISBN 978-1-937284-50-3 (pdf, local PDF, bibtex)
- Coordination Structures in Dependency Treebanks. In: Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pp. 517-527, Association for Computational Linguistics, Sofija, Bulgaria, ISBN 978-1-937284-50-3 (pdf, local PDF, local PDF, local PDF, bibtex)
- Deepfix: Statistical Post-editing of Statistical Machine Translation Using Deep Syntactic Analysis. In: 51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop, pp. 172-179, Association for Computational Linguistics, Sofija, Bulgaria, ISBN 978-1-937284-53-4 (url, local PDF, local PDF, local PDF, bibtex)
- The Joy of Parallelism with CzEng 1.0. In: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012), pp. 3921-3928, European Language Resources Association, İstanbul, Turkey, ISBN 978-2-9517408-7-7 (url, local PDF, bibtex)
- Formemes in English-Czech Deep Syntactic MT. In: Proceedings of the Seventh Workshop on Statistical Machine Translation, pp. 267-274, Association for Computational Linguistics, Montréal, Canada, ISBN 978-1-937284-20-6 (pdf, local PDF, bibtex)
- Unsupervised Dependency Parsing (PhD thesis). In: (local PDF, bibtex)
- Exploiting Reducibility in Unsupervised Dependency Parsing. In: Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, pp. 297-307, Association for Computational Linguistics, Stroudsburg, PA, USA, ISBN 978-1-937284-43-5 (bibtex)
- Unsupervised Dependency Parsing using Reducibility and Fertility features. In: The NAACL-HLT Workshop on the Induction of Linguistic Structure, pp. 84-89, The Association for Computational Linguistics, Montréal, Canada, ISBN 978-1-937284-20-6 (bibtex)
- Using Parallel Features in Parsing of Machine-Translated Sentences for Correction of Grammatical Errors. In: Proceedings of Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation (SSST-6), ACL, pp. 39-48, Association for Computational Linguistics, Jeju, Korea, ISBN 978-1-937284-38-1 (pdf, local PDF, local PDF, bibtex)
- Dependency Relations Labeller for Czech. In: Text, Speech and Dialogue: 15th International Conference, TSD 2012. Proceedings, Lecture Notes in Computer Science, ISSN 0302-9743, 7499, pp. 256-263, Springer Verlag, Berlin / Heidelberg, ISBN 978-3-642-32789-6 (url, local PDF, local PDF, bibtex)
- DEPFIX: A System for Automatic Correction of Czech MT Outputs. In: Proceedings of the Seventh Workshop on Statistical Machine Translation, pp. 362-368, Association for Computational Linguistics, Montréal, Canada, ISBN 978-1-937284-20-6 (pdf, local HTML, local PDF, local PDF, bibtex)
- HamleDT: To Parse or Not to Parse?. In: Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012), pp. 2735-2741, European Language Resources Association, İstanbul, Turkey, ISBN 978-2-9517408-7-7 (url, local PDF, local PDF, bibtex)
- Combining Diverse Word-Alignment Symmetrizations Improves Dependency Tree Projection. In: Lecture Notes in Computer Science, ISSN 0302-9743, 6608, pp. 144-154 (url, bibtex)
- Two-step translation with grammatical post-processing. In: Proceedings of the Sixth Workshop on Statistical Machine Translation, pp. 426-432, Association for Computational Linguistics, Edinburgh, UK, ISBN 978-1-937284-12-1 (url, local PDF, local PDF, bibtex)
- Gibbs Sampling with Treeness constraint in Unsupervised Dependency Parsing. In: Robust Unsupervised and Semisupervised Methods in Natural Language Processing, pp. 1-8, Incoma, Šumen, Bulgaria, ISBN 978-954-452-017-5 (bibtex)
- Unsupervised Dependency Parsing (technical report). In: (pdf, bibtex)
- Influence of Parser Choice on Dependency-Based MT. In: Proceedings of the Sixth Workshop on Statistical Machine Translation, pp. 433-439, Association for Computational Linguistics, Edinburgh, UK, ISBN 978-1-937284-12-1 (bibtex)
- Tackling Sparse Data Issue in Machine Translation Evaluation. In: Proceedings of the ACL 2010 Conference Short Papers, pp. 86-91, Association for Computational Linguistics, Uppsala, Sweden, ISBN 978-1-932432-69-5 (url, bibtex)
- Towards Parallel Czech-Russian Dependency Treebank. In: Workshop on Annotation and Exploitation of Parallel Corpora, NEALT Proceedings Series, ISSN 1736-6305, 10, pp. 44-52, Northern European Association for Language Technology, Tartu, Estonia (local PDF, local PDF, bibtex)
- Maximum Entropy Translation Model in Dependency-Based MT Framework. In: Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, pp. 201-201, Association for Computational Linguistics, Uppsala, Sweden, ISBN 978-1-932432-71-8 (pdf, bibtex)
- Perplexity of n-gram and Dependency Language Models. In: Text, Speech and Dialogue. 13th International Conference, TSD 2010, Brno, Czech Republic, September 6-10, 2010. Proceedings, Lecture Notes in Computer Science, ISSN 0302-9743, 6231, pp. 173-180, Springer, Berlin / Heidelberg, ISBN 978-3-642-15759-2 (local PDF, local PDF, bibtex)
- English-Czech MT in 2008. In: Proceedings of the Fourth Workshop on Statistical Machine Translation, pp. 125-129, Association for Computational Linguistics, Athina, Greece (pdf, local PDF, bibtex)
- Improving Word Alignment Using Alignment of Deep Structures. In: Proceedings of the 12th International Conference, TSD 2009, pp. 56-63, Springer, Berlin / Heidelberg, ISBN 978-3-642-04207-2 (pdf, bibtex)
- Using Tectogrammatical Alignment in Phrase‐Based Machine Translation. In: WDS'09 Proceedings of Contributed Papers, pp. 22-27, Matfyzpress, Charles University, Praha, Czechia, ISBN 978-80-7378-101-9 (pdf, bibtex)
- Converting Russian Treebank SynTagRus into Praguian PDT Style. In: Multilingual resources, technologies and evaluation for Central and Eastern European languages, pp. 30-35, INCOMA Ltd., Shoumen, Bulgaria, ISBN 978-954-452-008-3 (pdf, bibtex)
- Automatic Alignment of Tectogrammatical Trees from Czech-English Parallel Corpus (masters thesis). In: (local PDF, bibtex)
- Automatic Alignment of Czech and English Deep Syntactic Dependency Trees. In: Proceedings of the Twelfth EAMT Conference, pp. 102-111, HITEC e.V., Hamburg, Germany, ISBN 978-3-00-025770-4 (pdf, local PDF, bibtex)