Ekaterina Vylomova
34 papers · 2014–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Dynamic Duo
(15)
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Mega-Team · Legion
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Prolific Year · Productive
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Unstoppable · Silver
❓
The Questioner
(3)
💎
Century Club · Bronze
🌈
Renaissance Researcher
(7)
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Trend Setter
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Keyword Collector
(144)
Top co-authors
Research topics
Machine Learning
(20)
Natural Language Processing
(18)
Interdisciplinary
(12)
Linguistics
(12)
Core Methods
(11)
Deep Learning
(9)
Applications
(9)
Understanding
(9)
Artificial Intelligence
(8)
Resources & Methods
(8)
Learning Types · Machine Learning
(7)
Architectures
(6)
Learning Paradigms
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Keywords
neural network
(8)
low-resource language
(8)
morphological inflection
(6)
large language model
(4)
morphological generation
(4)
low-resource machine translation
(3)
cross-lingual transfer
(3)
machine translation
(3)
derivational morphology
(2)
word formation
(2)
spoken language identification
(2)
semantic change
(2)
lexical semantic change
(2)
sequence-to-sequence model
(2)
domain adaptation
(2)
convolutional neural network
(2)
morphological reinflection
(2)
typological diversity
(2)
data augmentation
(1)
multilingual nlp
(1)
Papers
Where the Cat Sat: A Multilingual Framework for Spatial Language Understanding
ACL 2026
Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data Collection
COLING 2025
Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service
NAACL 2025
LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data
ACL 2025
OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages
EMNLP 2025
Tulun: Transparent and Adaptable Low-resource Machine Translation
ACL 2025
A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications
ACL 2024
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language
COLING 2024
Simpson’s Paradox and the Accuracy-Fluency Tradeoff in Translation
ACL 2024
Does Topological Ordering of Morphological Segments Reduce Morphological Modeling Complexity? A Preliminary Study on 13 Languages
EACL 2023
Predicting Human Translation Difficulty Using Automatic Word Alignment
ACL 2023
Semantic Shifts in Mental Health-Related Concepts
EMNLP 2023
SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2023
Morphology is not just a naive Bayes – UniMelb Submission to SIGMORPHON 2022 ST on Morphological Inflection
NAACL 2022
SIGMORPHON–UniMorph 2022 Shared Task 0: Generalization and Typologically Diverse Morphological Inflection
NAACL 2022
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation
NAACL 2022
The SIGTYP 2022 Shared Task on the Prediction of Cognate Reflexes
NAACL 2022
Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification
NAACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
ACL 2021
SIGTYP 2021 Shared Task: Robust Spoken Language Identification
NAACL 2021
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2020
SIGTYP 2020 Shared Task: Prediction of Typological Features
EMNLP 2020
Contextualization of Morphological Inflection
NAACL 2019
Evaluation of Semantic Change of Harm-Related Concepts in Psychology
ACL 2019
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP
ACL 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection
ACL 2019
Weird Inflects but OK: Making Sense of Morphological Generation Errors
CoNLL 2019
The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
CoNLL 2018
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages
CoNLL 2017
Context-Aware Prediction of Derivational Word-forms
EACL 2017
Paradigm Completion for Derivational Morphology
EMNLP 2017
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
ACL 2016
VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase)
SemEval 2016
Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions
EMNLP 2014