Aspect-Based Summarization: An Approach With Different Levels of Details to Explain Recommendations

Author:

Souza Luan Soares de1,Manzato Marcelo Garcia1

Affiliation:

1. Mathematics and Computer Science Institute, University of São Paulo, Brazil

Funder

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Publisher

ACM

Reference21 articles.

1. Mehdi Allahyari Seyedamin Pouriyeh Mehdi Assefi Saeid Safaei Elizabeth D. Trippe Juan B. Gutierrez and Krys Kochut. 2017. Text Summarization Techniques: A Brief Survey. https://doi.org/10.48550/ARXIV.1707.02268 Mehdi Allahyari Seyedamin Pouriyeh Mehdi Assefi Saeid Safaei Elizabeth D. Trippe Juan B. Gutierrez and Krys Kochut. 2017. Text Summarization Techniques: A Brief Survey. https://doi.org/10.48550/ARXIV.1707.02268

2. Reinald Kim Amplayo , Stefanos Angelidis , and Mirella Lapata . 2021 . Aspect-Controllable Opinion Summarization . In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, Online and Punta Cana, Dominican Republic, 6578–6593 . https://doi.org/10.18653/v1/2021.emnlp-main.528 Reinald Kim Amplayo, Stefanos Angelidis, and Mirella Lapata. 2021. Aspect-Controllable Opinion Summarization. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, Online and Punta Cana, Dominican Republic, 6578–6593. https://doi.org/10.18653/v1/2021.emnlp-main.528

3. Extractive Opinion Summarization in Quantized Transformer Spaces

4. Arthur Bražinskas , Mirella Lapata , and Ivan Titov . 2020 . Unsupervised Opinion Summarization as Copycat-Review Generation . In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, Online, 5151–5169 . https://doi.org/10.18653/v1/2020.acl-main.461 Arthur Bražinskas, Mirella Lapata, and Ivan Titov. 2020. Unsupervised Opinion Summarization as Copycat-Review Generation. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, Online, 5151–5169. https://doi.org/10.18653/v1/2020.acl-main.461

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171–4186. https://doi.org/10. 18653/v1/N 19 - 1423 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171–4186. https://doi.org/10.18653/v1/N19-1423

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1. A User Study on Explanations with Different Levels of Detail in Recommender Systems;Proceedings of the 29th Brazilian Symposium on Multimedia and the Web;2023-10-23

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