← Authors

David Dale

21 papers · 2021–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (37) πŸ”¬ Deep Specialist (10) πŸ—ƒοΈ Keyword Collector (90) πŸ’Ž Century Club (21) πŸ”₯ Unstoppable (5) ⚑ Prolific Year (6)

Conferences

ACL (8) EMNLP (7) COLING (2) IJCNLP (2) AACL (1) SEMEVAL (1)

Top co-authors

Marta R. Costa-jussΓ  (9) Alexander Panchenko (8) Varvara Logacheva (6) Nikita Semenov (5) Daryna Dementieva (4) Christophe Ropers (4) Olga Kozlova (4) Mariano Coria Meglioli (3) Igor Markov (3) Pierre Andrews (3)

Keywords

machine translation (7) low-resource language (5) parallel corpus (4) toxicity detection (4) multilingual nlp (3) sequence tagging (3) toxic span detection (3) text detoxification (2) zero-shot learning (2) multilingual speech (2) text style transfer (2) cross-lingual transfer (2) speech translation (2) multilingual translation (2) language model (2) benchmark evaluation (2) neural machine translation (2) paraphrase generation (2) hallucination detection (2) span detection (2)

Papers

Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025
LCFO: Long Context and Long Form Output Dataset and Benchmarking ACL 2025
BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation EMNLP 2025
Findings of the WMT 2025 Shared Task of the Open Language Data Initiative EMNLP 2025
Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025
FLORES+ Translation and Machine Translation Evaluation for the Erzya Language EMNLP 2024
BLASER 2.0: a metric for evaluation and quality estimation of massively multilingual speech and text translation EMNLP 2024
MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector ACL 2024
SpeechAlign: A Framework for Speech Translation Alignment Evaluation COLING 2024
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification AACL 2023
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better ACL 2023
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation EMNLP 2023
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification IJCNLP 2023
The first neural machine translation system for the Erzya language COLING 2022
A large-scale computational study of content preservation measures for text style transfer and paraphrase generation ACL 2022
ParaDetox: Detoxification with Parallel Data ACL 2022
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection ACL 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection IJCNLP 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection SEMEVAL 2021
Text Detoxification using Large Pre-trained Neural Models EMNLP 2021