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Profil

GUO Siwen

Main Referenced Co-authors
SCHOMMER, Christoph  (8)
HOEHN, Sviatlana  (4)
Xu, Feiyu (2)
BISSYANDE, Tegawendé  (1)
HADDADAN, Shohreh  (1)
Main Referenced Keywords
Sentiment Analysis (7); Personalized Model (3); Personalized Modelling (2); Recurrent Neural Networks (2); Artificial Companion (1);
Main Referenced Disciplines
Computer science (10)

Publications (total 10)

The most downloaded
328 downloads
Guo, S. (2019). Deep Neural Networks for Personalized Sentiment Analysis with Information Decay [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/41205 https://hdl.handle.net/10993/41205

The most cited

5 citations (Scopus®)

Guo, S., Höhn, S., Xu, F., & Schommer, C. (2019). Personalized Sentiment Analysis and a Framework with Attention-Based Hawkes Process Model. In Agents and Artificial Intelligence. Springer. doi:10.1007/978-3-030-05453-3_10 https://hdl.handle.net/10993/38467

OLARIU, I., LOTHRITZ, C., KLEIN, J., BISSYANDE, T. F. D. A., GUO, S., & HADDADAN, S. (2023). Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain. In Empirical Methods in Natural Language Processing. Association for Computational Linguistics.
Peer reviewed

Guo, S. (2019). Deep Neural Networks for Personalized Sentiment Analysis with Information Decay [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/41205

Guo, S., Höhn, S., & Schommer, C. (2019). A Personalized Sentiment Model with Textual and Contextual Information. In The SIGNLL Conference on Computational Natural Language Learning, Hong Kong 3-4 November 2019.
Peer reviewed

Guo, S., Höhn, S., & Schommer, C. (2019). Looking into the Past: Evaluating the Effect of Time Gaps in a Personalized Sentiment Model. In ACM/SIGAPP Symposium On Applied Computing, Limassol 8-12 April 2019.
Peer reviewed

Guo, S., Höhn, S., & Schommer, C. (2019). Topic-based Historical Information Selection for Personalized Sentiment Analysis. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges 24-26 April 2019.
Peer reviewed

Guo, S., Höhn, S., Xu, F., & Schommer, C. (2019). Personalized Sentiment Analysis and a Framework with Attention-Based Hawkes Process Model. In Agents and Artificial Intelligence. Springer. doi:10.1007/978-3-030-05453-3_10
Peer reviewed

Zheng, Y., Guo, S., & Schommer, C. (2018). An Approach to Incorporate Emotions in a Chatbot with Seq2Seq Model. In Benelux Conference on Artificial Intelligence, ‘s-Hertogenbosch 8-9 November 2018.
Peer reviewed

Guo, S., & Schommer, C. (10 September 2018). A Bilingual Study for Personalized Sentiment Model PERSEUS [Paper presentation]. PhD Forum at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Dublin, Ireland.

Guo, S., Höhn, S., Xu, F., & Schommer, C. (2018). PERSEUS: A Personalization Framework for Sentiment Categorization with Recurrent Neural Network. In International Conference on Agents and Artificial Intelligence , Funchal 16-18 January 2018 (pp. 9).
Peer reviewed

Guo, S., & Schommer, C. (2017). Embedding of the Personalized Sentiment Engine PERSEUS in an Artificial Companion. In International Conference on Companion Technology, Ulm 11-13 September 2017. IEEE.
Peer reviewed

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