Ningyuan Deng
Ningyuan Deng has 2 papers in our library, in 2025–2026, most of them on Sentiment & emotion, Multilingual & cross-lingual NLP; often with Bolei Ma, ChengYan Wu, Yun Xue.
OpenAlex · ORCID · h-index 2 · 10 works · 41 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 9 times in our library · ⭐ Paper Stars ranking: #10241
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 2 worksSentiment & emotion · 2 works
Works by year
2020s
Papers
- M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis (2025 · 21 citations)
Research on aspect-based sentiment analysis (ABSA) relies mostly on English data. Earlier multilingual resources either use different content per language or cover only a few languages without aspect categories, which makes controlled cross-lingual comparison hard. The authors built M-ABSA, a parallel dataset for… - MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis (2026)
The paper addresses cross-lingual aspect-based sentiment analysis (ABSA). A model trained on labeled English data must find aspect terms and their sentiment polarity in other languages that have no annotations. The authors argue that earlier translation-based approaches align languages only coarsely and do not match…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
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