Hybrid Tiled Convolutional Neural Networks (HTCNN) Text Sentiment Classification. - Maria Mihaela Trusca; Gerasimos Spanakis (ICAART (2), 2020)

A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention. - Maria Mihaela Trusca; Daan Wassenberg; Flavius Frasincar; Rommert Dekker (ICWE, 2020)

Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews. - Gino V. H. Mangnoesing; Maria Mihaela Trusca; Flavius Frasincar (NLDB, 2020)

Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification. - Maria Mihaela Trusca; Gerasimos Spanakis (CoRR, 2020)

Data augmentation in a hybrid approach for aspect-based sentiment analysis. - Tomas Liesting; Flavius Frasincar; Maria Mihaela Trusca (SAC, 2021)

Explaining a neural attention model for aspect-based sentiment classification using diagnostic classification. - Lisa Meijer; Flavius Frasincar; Maria Mihaela Trusca (SAC, 2021)

Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis. - Ron Hochstenbach; Flavius Frasincar; Maria Mihaela Trusca (WISE (2), 2021)

Explaining a Deep Neural Model with Hierarchical Attention for Aspect-Based Sentiment Classification Using Diagnostic Classifiers. - Kunal Geed; Flavius Frasincar; Maria Mihaela Trusca (ICWE, 2022)

Domain Adversarial Training for Aspect-Based Sentiment Analysis. - Joris Knoester; Flavius Frasincar; Maria Mihaela Trusca (WISE, 2022)

Modeling Second Language Acquisition with pre-trained neural language models. - Alvaro Jose Jimenez Palenzuela; Flavius Frasincar; Maria Mihaela Trusca (Expert Syst. Appl., 2022)

Explaining a Deep Learning Model for Aspect-Based Sentiment Classification Using Post-hoc Local Classifiers. - Vlad Miron; Flavius Frasincar; Maria Mihaela Trusca (NLDB, 2023)

A Cross-Domain Aspect-Based Sentiment Classification by Masking the Domain-Specific Words. - Junhee Lee; Flavius Frasincar; Maria Mihaela Trusca (SAC, 2023)

Diagnostic Classifiers for Explaining a Neural Model with Hierarchical Attention for Aspect-based Sentiment Classification. - Kunal Geed; Flavius Frasincar; Maria Mihaela Trusca (J. Web Eng., 2023)

Survey on aspect detection for aspect-based sentiment analysis. - Maria Mihaela Trusca; Flavius Frasincar (Artif. Intell. Rev., 2023)

Cross-domain aspect-based sentiment analysis using domain adversarial training. - Joris Knoester; Flavius Frasincar; Maria Mihaela Trusca (World Wide Web (WWW), 2023)

Sequence-to-Sequence Spanish Pre-trained Language Models. - Vladimir Araujo; Maria Mihaela Trusca; Rodrigo Tufiño; Marie-Francine Moens (LREC/COLING, 2024)

Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control. - Maria Mihaela Trusca; Wolf Nuyts; Jonathan Thomm; Robert Honig; Thomas Hofmann 001; Tinne Tuytelaars; Marie-Francine Moens (CoRR, 2024)

Action-based image editing guided by human instructions. - Maria Mihaela Trusca; Mingxiao Li 002; Marie-Francine Moens (CoRR, 2024)

Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments. - Liesbeth Allein; Maria Mihaela Trusca; Marie-Francine Moens (Artif. Intell., 2025)

DM-Align: Leveraging the power of natural language instructions to make changes to images. - Maria Mihaela Trusca; Tinne Tuytelaars; Marie-Francine Moens (Comput. Vis. Image Underst., 2025)

Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding. - Maria Mihaela Trusca; Liesbeth Allein (CoRR, 2025)