Daryna Dementieva
26 papers · 2020–2026 · 7 venues · across top CS/AI venues
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text detoxification
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text classification
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cross-lingual transfer
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transformer model
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large language model
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multilingual nlp
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text generation
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text style transfer
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hate speech detection
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ensemble learning
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natural language inference
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data augmentation
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low-resource language
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multi-label classification
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machine translation
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Papers
abateam at SemEval-2026 Task 1: Plan2joke – Humor Policies for Type-Specific Two-Pass Humor Generation
SemEval 2026
NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment
EACL 2026
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
ACL 2025
Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study
ACL 2025
Cross-lingual Text Classification Transfer: The Case of Ukrainian
COLING 2025
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data
EMNLP 2025
Detoxify-IT: An Italian Parallel Dataset for Text Detoxification
ACL 2025
EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian
EMNLP 2025
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA
EMNLP 2025
HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation
ACL 2025
Multilingual and Explainable Text Detoxification with Parallel Corpora
COLING 2025
QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods
SemEval 2025
Crafting Tomorrow’s 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
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning
SemEval 2023
Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models
SemEval 2023
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification
IJCNLP 2023
IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models
IJCNLP 2023
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
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
SemEval 2020