32 citations · 115 across the 29 of their papers we have counts for
6 papers · 1 filter
Clickbait detection: quick inference with maximum impact
Soveatin Kuntur, Panggih Kusuma Ningrum, Anna Wróblewska +2
We propose a lightweight hybrid approach to clickbait detection that combines OpenAI semantic embeddings with six compact heuristic features capturing stylistic and informational c…
Graph Neural Networks for Misinformation Detection: Performance-Efficiency Trade-offs
Soveatin Kuntur, Maciej Krzywda, Anna Wróblewska +4
The rapid spread of online misinformation has led to increasingly complex detection models, including large language models and hybrid architectures. However, their computational c…
Applying Text Mining to Analyze Human Question Asking in Creativity Research
Anna Wróblewska, Marceli Korbin, Yoed N. Kenett +3
Creativity relates to the ability to generate novel and effective ideas in the areas of interest. How are such creative ideas generated? One possible mechanism that supports creati…
Fake News Detection: It's All in the Data!
Soveatin Kuntur, Anna Wróblewska, Marcin Paprzycki +1
This comprehensive survey serves as an indispensable resource for researchers embarking on the journey of fake news detection. By highlighting the pivotal role of dataset quality a…
Enriching language models with graph-based context information to better understand textual data
Albert Roethel, Maria Ganzha, Anna Wróblewska
A considerable number of texts encountered daily are somehow connected with each other. For example, Wikipedia articles refer to other articles via hyperlinks, scientific papers re…
Topical Classification of Food Safety Publications with a Knowledge Base
Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha +1
The vast body of scientific publications presents an increasing challenge of finding those that are relevant to a given research question, and making informed decisions on their ba…