David Mareček
25 papers · 2010–2025 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (33) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Full
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Keyword Pioneer
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Unstoppable · Bronze
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Century Club · Bronze
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Keyword Collector
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Research topics
Natural Language Processing
(14)
Artificial Intelligence
(12)
Core AI
(12)
Deep Learning
(8)
Machine Learning
(7)
Resources & Methods
(7)
Core Methods
(5)
Understanding
(5)
Interdisciplinary
(4)
Applications
(4)
Architectures
(4)
Learning Types
(4)
Linguistics
(4)
Generation
(3)
Application Areas
(2)
Keywords
language model
(4)
word embedding
(3)
dependency parsing
(3)
syntactic parsing
(3)
transformer architecture
(2)
representation learning
(2)
poetry generation
(2)
machine translation
(2)
czech language
(2)
cross-lingual transfer
(2)
gender bia
(2)
text analysis
(1)
unsupervised clustering
(1)
text generation
(1)
named entity recognition
(1)
natural language processing
(1)
neural machine translation
(1)
knowledge probing
(1)
independent component analysis
(1)
semantic analysis
(1)
Papers
EduPo: Progress and Challenges of Automated Analysis and Generation of Czech Poetry
NAACL 2025
Evaluation of Generated Poetry
AACL 2025
TenseLoC: Tense Localization and Control in a Multilingual LLM
EMNLP 2025
Debiasing Algorithm through Model Adaptation
ICLR 2024
Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test
COLING 2024
Exploring the Impact of Training Data Distribution and Subword Tokenization on Gender Bias in Machine Translation
IJCNLP 2023
The Functional Relevance of Probed Information: A Case Study
EACL 2023
Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages
ACL 2023
Don’t Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information
NAACL 2022
GPT-2-based Human-in-the-loop Theatre Play Script Generation
NAACL 2022
Analyzing BERT’s Knowledge of Hypernymy via Prompting
EMNLP 2021
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes
EMNLP 2021
Introducing Orthogonal Constraint in Structural Probes
ACL 2021
Universal Dependencies According to BERT: Both More Specific and More General
EMNLP 2020
Derivational Morphological Relations in Word Embeddings
ACL 2019
From Balustrades to Pierre Vinken: Looking for Syntax in Transformer Self-Attentions
ACL 2019
CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task
CoNLL 2018
Extracting Syntactic Trees from Transformer Encoder Self-Attentions
EMNLP 2018
Input Combination Strategies for Multi-Source Transformer Decoder
EMNLP 2018
Coordination Structures in Dependency Treebanks
ACL 2013
Deepfix: Statistical Post-editing of Statistical Machine Translation Using Deep Syntactic Analysis
ACL 2013
Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing
ACL 2013
Exploiting Reducibility in Unsupervised Dependency Parsing
EMNLP 2012
Unsupervised Dependency Parsing using Reducibility and Fertility features
NAACL 2012
Tackling Sparse Data Issue in Machine Translation Evaluation
ACL 2010