Axel J. Soto — accepted AI-conference papers

2025

ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization

Juan Ramirez-Orta, Ana Maguitman, Axel J. Soto, Evangelos Milios

COLING 2025main

So far, the task of Scientific Query-Focused Summarization (Sci-QFS) has lagged in development when compared to other areas of Scientific Natural Language Processing because of the lack of data. In this work, we propose a methodology to take advantage of existing collections of academic papers to ob…

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2022

Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models

Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Maguitman, Evangelos Milios, Axel J. Soto

AAAI 2022technical

In this paper, we propose a novel method to extend sequence-to-sequence models to accurately process sequences much longer than the ones used during training while being sample- and resource-efficient, supported by thorough experimentation. To investigate the effectiveness of our method, we apply it…

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