3 papers
cs.CL2025
Supervised In-Context Fine-Tuning for Generative Sequence Labeling
David DukiÄ, Goran GlavaÅ¡, Jan Å najder
Sequence labeling (SL) tasks, where labels are assigned to tokens, are abundant in NLP (e.g., named entity recognition and aspect-based sentiment analysis). Owing to the intuition…
cs.CL2024
TakeLab Retriever: AI-Driven Search Engine for Articles from Croatian News Outlets
David DukiÄ, Marin PetriÄeviÄ, Sven ÄurkoviÄ +1
TakeLab Retriever is an AI-driven search engine designed to discover, collect, and semantically analyze news articles from Croatian news outlets. It offers a unique perspective on…
cs.CL2024
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity
Ivan Rep, David DukiÄ, Jan Å najder
While BERT produces high-quality sentence embeddings, its pre-training computational cost is a significant drawback. In contrast, ELECTRA provides a cost-effective pre-training obj…