3 papers
cs.CL2021
Bayesian Active Summarization
Alexios Gidiotis, Grigorios Tsoumakas
Bayesian Active Learning has had significant impact to various NLP problems, but nevertheless it's application to text summarization has been explored very little. We introduce Bay…
cs.CL2020
A Divide-and-Conquer Approach to the Summarization of Long Documents
Alexios Gidiotis, Grigorios Tsoumakas
We present a novel divide-and-conquer method for the neural summarization of long documents. Our method exploits the discourse structure of the document and uses sentence similarit…
cs.CL2019
Structured Summarization of Academic Publications
Alexios Gidiotis, Grigorios Tsoumakas
We propose SUSIE, a novel summarization method that can work with state-of-the-art summarization models in order to produce structured scientific summaries for academic articles. W…