Maria Mihaela Trusca

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 25

Top Topics

Sentiment Classification

Product Reviews

Top Venues

Publications

Maria Mihaela Trusca, Wolf Nuyts, Jonathan Thomm, Robert Honig, Thomas Hofmann, Tinne Tuytelaars, Marie-Francine Moens
Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control. CoRR (2024)
Maria Mihaela Trusca, Tinne Tuytelaars, Marie-Francine Moens
DM-Align: Leveraging the Power of Natural Language Instructions to Make Changes to Images. CoRR (2024)
Vladimir Araujo, Maria Mihaela Trusca, Rodrigo Tufiño, Marie-Francine Moens
Sequence-to-Sequence Spanish Pre-trained Language Models. LREC/COLING (2024)
Joris Knoester, Flavius Frasincar, Maria Mihaela Trusca
Cross-domain aspect-based sentiment analysis using domain adversarial training. World Wide Web (WWW) 26 (6) (2023)
Kunal Geed, Flavius Frasincar, Maria Mihaela Trusca
Diagnostic Classifiers for Explaining a Neural Model with Hierarchical Attention for Aspect-based Sentiment Classification. J. Web Eng. 22 (1) (2023)
Vlad Miron, Flavius Frasincar, Maria Mihaela Trusca
Explaining a Deep Learning Model for Aspect-Based Sentiment Classification Using Post-hoc Local Classifiers. NLDB (2023)
Liesbeth Allein, Maria Mihaela Trusca, Marie-Francine Moens
Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments. CoRR (2023)
Maria Mihaela Trusca, Flavius Frasincar
Survey on aspect detection for aspect-based sentiment analysis. Artif. Intell. Rev. 56 (5) (2023)
Junhee Lee, Flavius Frasincar, Maria Mihaela Trusca
A Cross-Domain Aspect-Based Sentiment Classification by Masking the Domain-Specific Words. SAC (2023)
Vladimir Araujo, Maria Mihaela Trusca, Rodrigo Tufiño, Marie-Francine Moens
Sequence-to-Sequence Spanish Pre-trained Language Models. CoRR (2023)
Joris Knoester, Flavius Frasincar, Maria Mihaela Trusca
Domain Adversarial Training for Aspect-Based Sentiment Analysis. WISE (2022)
Kunal Geed, Flavius Frasincar, Maria Mihaela Trusca
Explaining a Deep Neural Model with Hierarchical Attention for Aspect-Based Sentiment Classification Using Diagnostic Classifiers. ICWE (2022)
Alvaro Jose Jimenez Palenzuela, Flavius Frasincar, Maria Mihaela Trusca
Modeling Second Language Acquisition with pre-trained neural language models. Expert Syst. Appl. 207 (2022)
Lisa Meijer, Flavius Frasincar, Maria Mihaela Trusca
Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification. CoRR (2021)
Tomas Liesting, Flavius Frasincar, Maria Mihaela Trusca
Data augmentation in a hybrid approach for aspect-based sentiment analysis. SAC (2021)
Tomas Liesting, Flavius Frasincar, Maria Mihaela Trusca
Data Augmentation in a Hybrid Approach for Aspect-Based Sentiment Analysis. CoRR (2021)
Lisa Meijer, Flavius Frasincar, Maria Mihaela Trusca
Explaining a neural attention model for aspect-based sentiment classification using diagnostic classification. SAC (2021)
Ron Hochstenbach, Flavius Frasincar, Maria Mihaela Trusca
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis. CoRR (2021)
Ron Hochstenbach, Flavius Frasincar, Maria Mihaela Trusca
Adversarial Training for a Hybrid Approach to Aspect-Based Sentiment Analysis. WISE (2) (2021)
Maria Mihaela Trusca, Gerasimos Spanakis
Hybrid Tiled Convolutional Neural Networks (HTCNN) Text Sentiment Classification. ICAART (2) (2020)
Gino V. H. Mangnoesing, Maria Mihaela Trusca, Flavius Frasincar
Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews. NLDB (2020)
Maria Mihaela Trusca, Daan Wassenberg, Flavius Frasincar, Rommert Dekker
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention. ICWE (2020)
Maria Mihaela Trusca, Gerasimos Spanakis
Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification. CoRR (2020)
Gino V. H. Mangnoesing, Maria Mihaela Trusca, Flavius Frasincar
Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews. CoRR (2020)
Maria Mihaela Trusca, Daan Wassenberg, Flavius Frasincar, Rommert Dekker
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical Attention. CoRR (2020)