Samuel M. Walter

Systematic assessment of text summarization methods for biomedical literature from frequency methods to language models

Summary The rapid expansion of biomedical literature demands automated summarization tools that reliably condense research articles into concise, accurate summaries. We benchmarked 62 summarization methods, ranging from frequency-based and TextRank extractors to encoder-decoder models (EDMs) and large language models (...