David Marecek

Orcid: 0000-0001-5327-488X

According to our database1, David Marecek authored at least 61 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Debiasing Algorithm through Model Adaptation.
CoRR, 2023

Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments.
CoRR, 2023

Exploring the Impact of Training Data Distribution and Subword Tokenization on Gender Bias in Machine Translation.
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, 2023

The Functional Relevance of Probed Information: A Case Study.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Independent Components of Word Embeddings Represent Semantic Features.
CoRR, 2022

Don't Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information.
CoRR, 2022

2021
When a Robot Writes a Play: Automatically Generating a Theatre Play Script.
Proceedings of the 2021 Conference on Artificial Life, 2021

Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021


Analyzing BERT's Knowledge of Hypernymy via Prompting.
Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

Introducing Orthogonal Constraint in Structural Probes.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Using Word Embeddings and Collocations for Modelling Word Associations.
Prague Bull. Math. Linguistics, 2020

Are Multilingual Neural Machine Translation Models Better at Capturing Linguistic Features?
Prague Bull. Math. Linguistics, 2020

Measuring Memorization Effect in Word-Level Neural Networks Probing.
Proceedings of the Text, Speech, and Dialogue, 2020

Syntax Representation in Word Embeddings and Neural Networks - A Survey.
Proceedings of the 20th Conference Information Technologies, 2020


Universal Dependencies according to BERT: both more specific and more general.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019
Inducing Syntactic Trees from BERT Representations.
CoRR, 2019

Derivational Morphological Relations in Word Embeddings.
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions.
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

2018
Input Combination Strategies for Multi-Source Transformer Decoder.
Proceedings of the Third Conference on Machine Translation: Research Papers, 2018

Extracting Syntactic Trees from Transformer Encoder Self-Attentions.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task.
Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

2017
CUNI submission in WMT17: Chimera goes neural.
Proceedings of the Second Conference on Machine Translation, 2017

CUNI Experiments for WMT17 Metrics Task.
Proceedings of the Second Conference on Machine Translation, 2017

Slavic Forest, Norwegian Wood.
Proceedings of the Fourth Workshop on NLP for Similar Languages, 2017

Communication with Robots using Multilayer Recurrent Networks.
Proceedings of the First Workshop on Language Grounding for Robotics, 2017

2016
Gibbs Sampling Segmentation of Parallel Dependency Trees for Tree-Based Machine Translation.
Prague Bull. Math. Linguistics, 2016

Merged bilingual trees based on Universal Dependencies in Machine Translation.
Proceedings of the First Conference on Machine Translation, 2016

Delexicalized and Minimally Supervised Parsing on Universal Dependencies.
Proceedings of the Statistical Language and Speech Processing, 2016

Planting Trees in the Desert: Delexicalized Tagging and Parsing Combined.
Proceedings of the 30th Pacific Asia Conference on Language, Information and Computation, 2016

If You Even Don't Have a Bit of Bible: Learning Delexicalized POS Taggers.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Twelve Years of Unsupervised Dependency Parsing.
Proceedings of the 16th ITAT Conference Information Technologies, 2016

Moses & Treex Hybrid MT Systems Bestiary.
Proceedings of the 2nd Deep Machine Translation Workshop, 2016

2015
Multilingual Unsupervised Dependency Parsing with Unsupervised POS Tags.
Proceedings of the Advances in Artificial Intelligence and Soft Computing, 2015

2014
Multilingual Dependency Parsing: Using Machine Translated Texts instead of Parallel Corpora.
Prague Bull. Math. Linguistics, 2014

HamleDT: Harmonized multi-language dependency treebank.
Lang. Resour. Evaluation, 2014

Adaptation of machine translation for multilingual information retrieval in the medical domain.
Artif. Intell. Medicine, 2014

HamleDT 2.0: Thirty Dependency Treebanks Stanfordized.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Dealing with Function Words in Unsupervised Dependency Parsing.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2013
Deepfix: Statistical Post-editing of Statistical Machine Translation Using Deep Syntactic Analysis.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Coordination Structures in Dependency Treebanks.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
DEPFIX: A System for Automatic Correction of Czech MT Outputs.
Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

Formemes in English-Czech Deep Syntactic MT.
Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

Dependency Relations Labeller for Czech.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

Using Parallel Features in Parsing of Machine-Translated Sentences for Correction of Grammatical Errors.
Proceedings of the Sixth Workshop on Syntax, 2012

HamleDT: To Parse or Not to Parse?
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

The Joy of Parallelism with CzEng 1.0.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Exploiting Reducibility in Unsupervised Dependency Parsing.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011
Influence of Parser Choice on Dependency-Based MT.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Two-step translation with grammatical post-processing.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Combining Diverse Word-Alignment Symmetrizations Improves Dependency Tree Projection.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

2010
Maximum Entropy Translation Model in Dependency-Based MT Framework.
Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

Perplexity of n-Gram and Dependency Language Models.
Proceedings of the Text, Speech and Dialogue, 13th International Conference, 2010

Tackling Sparse Data Issue in Machine Translation Evaluation.
Proceedings of the ACL 2010, 2010

2009
English-Czech MT in 2008.
Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

Improving Word Alignment Using Alignment of Deep Structures.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

2008
Automatic alignment of Czech and English deep syntactic dependency trees.
Proceedings of the 12th Annual conference of the European Association for Machine Translation, 2008


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