--- title: "Stefanos Angelidis — author profile and papers · Summarization" description: "Stefanos Angelidis, University of Edinburgh: 3 papers on Elamur Research (2018–2021), h-index 9 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/stefanos-angelidis/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/stefanos-angelidis/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Stefanos Angelidis # Stefanos Angelidis Stefanos Angelidis has 3 papers in our library, in 2018–2021, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/); often with [Mirella Lapata](https://md.research.elamur.ai/free/en/authors/mirella-lapata/), [Reinald Kim Amplayo](https://md.research.elamur.ai/free/en/authors/reinald-kim-amplayo/). 3 papers in our library · 2018–2021 [OpenAlex](https://openalex.org/A5019319795) · [ORCID](https://orcid.org/0000-0003-3027-9690) · [**h-index 9**](https://openalex.org/authors/A5019319795) · [25 works](https://openalex.org/works?filter=author.id:A5019319795) · [618 citations](https://openalex.org/works?filter=author.id:A5019319795&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/stefanos-angelidis/#papers) · [🔗 Cited 236 times in our library](https://md.research.elamur.ai/free/en/authors/stefanos-angelidis/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3262](https://md.research.elamur.ai/free/en/paper-stars/page/33/#star-3262) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Stefanos+Angelidis) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Stefanos+Angelidis) · [dblp](https://dblp.org/search?q=Stefanos+Angelidis) · [ACL Anthology](https://aclanthology.org/search/?q=Stefanos+Angelidis) ## Affiliations [🎓**University of Edinburgh** Edinburgh · United Kingdom 2017–2022 · 15 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Summarization · 3 works](https://md.research.elamur.ai/free/en/topics/summarization/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2021** 2 papers Stefanos Angelidis's papers of 2021](https://md.research.elamur.ai/free/en/authors/stefanos-angelidis/year/2021/) ### 2010s [**2018** 1 paper Stefanos Angelidis's papers of 2018](https://md.research.elamur.ai/free/en/papers/angelidis-2018-summarizing-opinions-aspect-extraction-meets/) ## Papers The most cited first (OpenAlex and our library). 1. **[Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised](https://md.research.elamur.ai/free/en/papers/angelidis-2018-summarizing-opinions-aspect-extraction-meets/)** *(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. 2. **[Extractive Opinion Summarization in Quantized Transformer Spaces](https://md.research.elamur.ai/free/en/papers/angelidis-2021-extractive-opinion-summarization-quantized-transformer/)** *(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… 3. **[Aspect-Controllable Opinion Summarization](https://md.research.elamur.ai/free/en/papers/amplayo-2021-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 4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised](https://md.research.elamur.ai/free/en/papers/angelidis-2018-summarizing-opinions-aspect-extraction-meets/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Stefanos Angelidis, Mirella Lapata*2018 · 266 citations* 2. **[Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis ↗](https://aclanthology.org/Q18-1002/) Transactions of the Association for Computational Linguistics · no summary yet**Stefanos Angelidis, Mirella Lapata*2018 · 154 citations* 3. **[Extractive Opinion Summarization in Quantized Transformer Spaces](https://md.research.elamur.ai/free/en/papers/angelidis-2021-extractive-opinion-summarization-quantized-transformer/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Stefanos Angelidis, Reinald Kim Amplayo, Yoshihiko Suhara, et al.*2021 · 151 citations* 4. **[Aspect-Controllable Opinion Summarization](https://md.research.elamur.ai/free/en/papers/amplayo-2021-aspect-controllable-opinion-summarization/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata*2021 · 114 citations* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Mirella Lapata](https://md.research.elamur.ai/free/en/authors/mirella-lapata/) ×3 - [Reinald Kim Amplayo](https://md.research.elamur.ai/free/en/authors/reinald-kim-amplayo/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2021](https://md.research.elamur.ai/free/en/venues/emnlp/2021/), [EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/) ×2: [Transactions of the Association for Computational Linguistics (TACL) 2021](https://md.research.elamur.ai/free/en/venues/tacl/2021/) ## Cited by Papers of our library cite their works 236 times (of the 141,840 papers whose bibliographies we read); [17 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/stefanos-angelidis/cited-by/). Updated 24 October 2026