Obdelava naravnega jezika

Generating Extremely Short Summaries from the Scientific Literature to Support Decisions in Primary Healthcare: A Human Evaluation Study

Recent advancements in Natural Language Processing (NLP) using large pre-trained neural language models were recently used in various downstream tasks, such as text generation. In primary healthcare, such systems can generate very short summaries of …

Relevance of automated generated short summaries of scientific abstract: use case scenario in healthcare

The recent development and successful deployment of large pre-trained natural language models in few-shot and zero-shot scenarios enabled impressive results in different downstream tasks. One such task is abstractive text summarization combining …