Daryna Dementieva
32 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
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Conference Polyglot
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Keyword Collector
(97)
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Conferences
ACL (11)
EMNLP (5)
SEMEVAL (5)
COLING (3)
IJCNLP (3)
NAACL (3)
AACL (1)
EACL (1)
Top co-authors
Research topics
Keywords
text classification
(8)
transformer model
(7)
text detoxification
(7)
ensemble learning
(6)
cross-lingual transfer
(5)
natural language inference
(4)
large language model
(4)
multilingual nlp
(4)
text style transfer
(4)
data augmentation
(3)
text generation
(3)
multi-label classification
(3)
hate speech detection
(3)
logistic regression
(2)
semantic similarity
(2)
machine translation
(2)
natural language processing
(2)
named entity recognition
(2)
content moderation
(2)
emotion recognition
(2)
Papers
NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment
EACL 2026
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods
SEMEVAL 2025
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA
EMNLP 2025
EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian
EMNLP 2025
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data
EMNLP 2025
Multilingual and Explainable Text Detoxification with Parallel Corpora
COLING 2025
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
ACL 2025
HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation
ACL 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods
ACL 2025
Detoxify-IT: An Italian Parallel Dataset for Text Detoxification
ACL 2025
Cross-lingual Text Classification Transfer: The Case of Ukrainian
COLING 2025
Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study
ACL 2025
Crafting Tomorrowβs Headlines: Neural News Generation and Detection in English, Turkish, Hungarian, and Persian
EMNLP 2024
MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages
NAACL 2024
Toxicity Classification in Ukrainian
NAACL 2024
IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models
IJCNLP 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning
SEMEVAL 2023
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification
AACL 2023
Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models
SEMEVAL 2023
Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models
ACL 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning
ACL 2023
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification
IJCNLP 2023
SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations
NAACL 2022
A Study on Manual and Automatic Evaluation for Text Style Transfer: The Case of Detoxification
ACL 2022
Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models.
ACL 2022
ParaDetox: Detoxification with Parallel Data
ACL 2022
SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations
SEMEVAL 2022
Cross-lingual Evidence Improves Monolingual Fake News Detection
IJCNLP 2021
Cross-lingual Evidence Improves Monolingual Fake News Detection
ACL 2021
Text Detoxification using Large Pre-trained Neural Models
EMNLP 2021
SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection
COLING 2020
SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection
SEMEVAL 2020