| 2025 | COLING | LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings. | Fred Philippy, Siwen Guo, Jacques Klein, Tegawend F. Bissyand |
| 2023 | ACL | Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review. | Fred Philippy, Siwen Guo, Shohreh Haddadan |
| 2023 | EMNLP | Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain. | Isabella Olariu, Cedric Lothritz, Jacques Klein, Tegawend F. Bissyand, Siwen Guo, Shohreh Haddadan |
| 2023 | HCI | How Does Interactive Light Art Intervene in Urban Public Space. | Siwen Guo, Lin Zhang |
| 2019 | CoNLL | A Personalized Sentiment Model with Textual and Contextual Information. | Siwen Guo, Sviatlana Hhn, Christoph Schommer |
| 2019 | ESANN | Topic-based historical information selection for personalized sentiment analysis. | Siwen Guo, Sviatlana Hhn, Christoph Schommer |
| 2019 | SAC | Looking into the past: evaluating the effect of time gaps in a personalized sentiment model. | Siwen Guo, Sviatlana Hhn, Christoph Schommer |
| 2018 | ICAART | PERSEUS: A Personalization Framework for Sentiment Categorization with Recurrent Neural Network. | Siwen Guo, Sviatlana Hhn, Feiyu Xu, Christoph Schommer |
| 2018 | ICAART | Personalized Sentiment Analysis and a Framework with Attention-Based Hawkes Process Model. | Siwen Guo, Sviatlana Hhn, Feiyu Xu, Christoph Schommer |