Keyword extraction from short texts with a text-to-text transfer transformer

P Pęzik, A Mikołajczyk, A Wawrzyński, B Nitoń… - Asian Conference on …, 2022 - Springer
The paper explores the relevance of the Text-To-Text Transfer Transformer language model
(T5) for Polish (plT5) to the task of intrinsic and extrinsic keyword extraction from short text …

Contextminer: Mining contextual features for conceptualizing knowledge in security texts

LF Gutiérrez, A Namin - IEEE Access, 2022 - ieeexplore.ieee.org
This paper presents ContextMiner, a novel natural language processing (NLP) framework to
automatically capture contextual features for the purpose of extracting meaningful context …

Interpretable segmentation of medical free-text records based on word embeddings

AG Dobrakowski, A Mykowiecka, M Marciniak… - Journal of Intelligent …, 2021 - Springer
Medical free-text records store a lot of useful information that can be exploited in developing
computer-supported medicine. However, extracting the knowledge from the unstructured text …

TermoPL: a tool for extracting and clustering domain related terms

P Rychlik, M Marciniak, A Mykowiecka - … of the 22nd ACM/IEEE Joint …, 2022 - dl.acm.org
We present a new version of the terminology extraction tool-TermoPL. This version not only
allows the ranking of term candidates but also their semantic grouping. To ensure the results …

Recognition of irrelevant phrases<? br?> in automatically extracted lists<? br?> of domain terms

A Mykowiecka, M Marciniak, P Rychlik - Terminology, 2018 - jbe-platform.com
In our paper, we address the problem of recognition of irrelevant phrases in terminology lists
obtained with an automatic term extraction tool. We focus on identification of multi-word …

[PDF][PDF] Poland's Energy Transition: Towards an Ontology

P Glenc - Przegląd Organizacji, 2022 - researchgate.net
Numerous countries around the world are currently facing challenges associated with the
energy transition. It entails a shift away from using non-renewable resources in the energy …

Supporting terminology extraction with dependency parses

M Marciniak, P Rychlik… - Proceedings of the 6th …, 2020 - aclanthology.org
Terminology extraction procedure usually consists of selecting candidates for terms and
ordering them according to their importance for the given text or set of texts. Depending on …

TermoUD-a language-independent terminology extraction tool

M Marciniak, P Rychlik… - Proceedings of the 17th …, 2023 - aclanthology.org
The paper addresses TermoUD—a language-independent terminology extraction tool.
Itsprevious version, ie TermoPL (Marciniak et al., 2016; Rychlik et al., 2022), uses …

Enabling Context-Aware Natural Language Processing: From Dense Vector Representations to Contextual Features

LF Gutiérrez - 2023 - ttu-ir.tdl.org
Abstract Natural Language Processing (NLP) is an interdisciplinary approach arose from the
intersection of computer science, artificial intelligence, psychology, and linguistics during the …

Terminology/Keyphrase Extraction for Creation of Book Indexes in Polish

M Marciniak, A Mykowiecka, P Rychlik - … on Theory and Practice of Digital …, 2021 - Springer
The paper addresses the problem of automatic identification of phrases to be included in
back-of-book indexes. We analyzed books in Polish and English published with subject …