Stefanos Angelidis
Stefanos Angelidis has 3 papers in our library, in 2018–2021, most of them on Summarization, Sentiment & emotion; often with Mirella Lapata, Reinald Kim Amplayo.
OpenAlex · ORCID · h-index 9 · 25 works · 618 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 236 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #3262
Affiliations
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 2Research subjects and languages the work is about.Summarization · 3 worksSentiment & emotion · 1 work
Works by year
2020s
2010s
Papers
- Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised (2018 · 266 citations)
The paper addresses how to condense many online product reviews into a short extractive summary of the most useful opinions without costly annotation. - Extractive Opinion Summarization in Quantized Transformer Spaces (2021 · 151 citations)
Opinion summarization means condensing what many reviewers say about one entity. Training references barely exist, inputs can reach thousands of reviews, and users may want either an overview or a focus on one aspect. Abstractive systems that learn by reconstructing reviews tend to hallucinate and slip into… - Aspect-Controllable Opinion Summarization (2021 · 114 citations)
Most opinion summarizers condense many reviews into one generic summary built around the most frequently voiced opinions.
All works
- Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly SupervisedConference on Empirical Methods in Natural Language Processing (EMNLP)Stefanos Angelidis, Mirella Lapata2018 · 266 citations
- Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis ↗Transactions of the Association for Computational Linguistics · no summary yetStefanos Angelidis, Mirella Lapata2018 · 154 citations
- Extractive Opinion Summarization in Quantized Transformer SpacesTransactions of the Association for Computational Linguistics (TACL)Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, et al.2021 · 151 citations
- Aspect-Controllable Opinion SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata2021 · 114 citations
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP) ×2: EMNLP 2021, EMNLP 2018
- Transactions of the Association for Computational Linguistics (TACL) ×2: Transactions of the Association for Computational Linguistics (TACL) 2021
Cited by
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