Jakub Náplava
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Deep Learning
(4)
Applications
(4)
Generation
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Core AI
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
grammatical error correction
(4)
neural machine translation
(3)
transformer model
(2)
natural language processing
(1)
text classification
(1)
model robustness
(1)
knowledge distillation
(1)
named entity recognition
(1)
text generation
(1)
semantic search
(1)
document ranking
(1)
web search
(1)
parallel processing
(1)
noise robustness
(1)
low-resource language
(1)
semantic embedding
(1)
pre-trained language model
(1)
subword tokenization
(1)
sentence embedding
(1)
siamese network
(1)
Papers
Some Like It Small: Czech Semantic Embedding Models for Industry Applications
AAAI 2024
Siamese BERT-Based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset
AAAI 2022
Character Transformations for Non-Autoregressive GEC Tagging
EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts
EMNLP 2021
CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction
ACL 2019
Grammatical Error Correction in Low-Resource Scenarios
EMNLP 2019