Search Results - "Dukic, David"

Digital news media as a social resilience proxy: A computational political economy perspective by Bilić, Paško, Dukić, David, Arambašić, Lucija, Gjurković, Matej, Šnajder, Jan, Furman, Ivo

“…This article investigates how the COVID-19 pandemic was framed in public, private and non-profit media production. It conceptualises digital news as an…”
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Closed-domain event extraction for hard news event monitoring: a systematic study by Dukic, David, Dosilovic, Filip Karlo, Pluscec, Domagoj, Snajder, Jan

“…News event monitoring systems allow real-time monitoring of a large number of events reported in the news, including the urgent and critical events comprising…”
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Are You Human? Detecting Bots on Twitter Using BERT by Dukic, David, Keca, Dominik, Stipic, Dominik

“…Dissemination of fake news on Twitter is a rapidly growing problem, mostly due to the increasing number of bots. Hence, automatic bot detection is becoming an…”
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Robustness of XGBoost Algorithm to Missing Features for Binary Classification of Medical Data by Stokanovic, Smilja, Dukic, David, Miljkovic, Nadica

“…The ability of the Extreme Gradient Boosting (XG-Boost) algorithm to classify subjects with different type of breast cancer and those with and without heart…”
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Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling by Dukić, David, Šnajder, Jan

“…Pre-trained language models based on masked language modeling (MLM) excel in natural language understanding (NLU) tasks. While fine-tuned MLM-based encoders…”
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Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity by Rep, Ivan, Dukić, David, Šnajder, Jan

“…While BERT produces high-quality sentence embeddings, its pre-training computational cost is a significant drawback. In contrast, ELECTRA provides a…”
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Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection by Dukić, David, Gashteovski, Kiril, Glavaš, Goran, Šnajder, Jan

“…Event detection is a crucial information extraction task in many domains, such as Wikipedia or news. The task typically relies on trigger detection (TD) --…”
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