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DEVELOPMENT OF NLP SOLUTIONS FOR CLASSIFICATION AND FOCUSED SUMMARIZATION
Fine-tuning of Large Language models for complex tasks. Prompt engineering for robust model adaptation. Development of alignment datasets for model personalization. Combination of LLM based and human annotated dataset development. Model optimization and robustness analysis for domain focused predictions. Model fine-tuning and prompt engineering for conditioned text summarization maintaining key features in the resulting text.
DEVELOPMENT OF NLP SOLUTIONS FOR CLASSIFICATION AND FOCUSED SUMMARIZATION
Fine-tuning of Large Language models for complex tasks. Prompt engineering for robust model adaptation. Development of alignment datasets for model personalization. Combination of LLM based and human annotated dataset development. Model optimization and robustness analysis for domain focused predictions. Model fine-tuning and prompt engineering for conditioned text summarization maintaining key features in the resulting text.
ANALYSIS OF MEDIA ECOSYSTEMS IN ELECTION PERIODS
Collection of online and social media data. Data-intensive methods to reveal attitudes and preferences of user populations. Identification of issue salience and user behavior. Data-intensive clustering and network analysis to reveal attitudes and preferences of partisan users and media coverage of political parties. Identification of issue salience and measurement of political polarization.
ANALYSIS OF MEDIA ECOSYSTEMS IN ELECTION PERIODS
Collection of online and social media data. Data-intensive methods to reveal attitudes and preferences of user populations. Identification of issue salience and user behavior. Data-intensive clustering and network analysis to reveal attitudes and preferences of partisan users and media coverage of political parties. Identification of issue salience and measurement of political polarization.
SOCIAL MEDIA MONITORING REGARDING ELECTIONS WORLDWIDE
Identification of political behavior in online ecosystems. Detection of partisan content and misinformation. Analysis of ecosystems, description of user political preferences and behavior. Analysis of ecosystems, description of user political preferences and behavior, and localization of undecided voters. Design and deployment of fine-grained voter targeting strategies.
GDPR compliant datasets development
Diverse data collection from data subjects, compliant to regulations in Europe and world wide. Fair and robust dataset development containing individuals of all ages, genders, and ethnic background for vision, speech, and text.
Development of considerations for data collection that can improve model robustness.
GDPR compliant datasets development
Diverse data collection from data subjects, compliant to regulations in Europe and world wide. Fair and robust dataset development containing individuals of all ages, genders, and ethnic background for vision, speech, and text.
Development of considerations for data collection that can improve model robustness.