Reinald Kim Amplayo
Reinald Kim Amplayo has 2 papers in our library, in 2021, most of them on Summarization; often with Mirella Lapata, Stefanos Angelidis.
OpenAlex · h-index 16 · 55 works · 1,606 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2,302 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4362
Affiliations
🎓University of EdinburghEdinburgh ·
United Kingdom2018–2021 · 16 papers🎓Yonsei UniversitySeoul ·
South Korea2016–2022 · 14 papers🏢GoogleMountain View ·
United States2022–2023 · 4 papers🏢GoogleLondon ·
United Kingdom2022 · 3 papers🏢Google DeepMindLondon ·
United Kingdom2023–2024 · 2 papers
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 1Research subjects and languages the work is about.Summarization · 2 works
Works by year
2020s
Papers
- 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
- 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
- Conditional Generation with a Question-Answering Blueprint ↗Transactions of the Association for Computational Linguistics · no summary yetShashi Narayan et al.2023 · 70 citations
Co-authors here
Venues
- Transactions of the Association for Computational Linguistics (TACL) ×2: Transactions of the Association for Computational Linguistics (TACL) 2021
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2021
Cited by
Updated
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