Comparison of text preprocessing methods

CP Chai - Natural Language Engineering, 2023 - cambridge.org
Text preprocessing is not only an essential step to prepare the corpus for modeling but also
a key area that directly affects the natural language processing (NLP) application results. For …

Threshold-based naïve bayes classifier

M Romano, G Contu, F Mola, C Conversano - Advances in Data Analysis …, 2024 - Springer
Abstract The Threshold-based Naïve Bayes (Tb-NB) classifier is introduced as a (simple)
improved version of the original Naïve Bayes classifier. Tb-NB extracts the sentiment from a …

Using natural language processing techniques to detect adverse events from progress notes due to chemotherapy

Y Mashima, T Tamura, J Kunikata, S Tada… - Cancer …, 2022 - journals.sagepub.com
Objective: In recent years, natural language processing (NLP) techniques have progressed,
and their application in the medical field has been tested. However, the use of NLP to detect …

[HTML][HTML] Negation and speculation processing: A study on cue-scope labelling and assertion classification in Spanish clinical text

N Perez, M Cuadros, G Rigau - Artificial intelligence in medicine, 2023 - Elsevier
Abstract Natural Language Processing (NLP) based on new deep learning technology is
contributing to the emergence of powerful solutions that help healthcare providers and …

Iterative threshold-based Naïve bayes classifier

M Romano, G Zammarchi, C Conversano - Statistical Methods & …, 2024 - Springer
Abstract The iterative Threshold-based Naïve Bayes (iTb-NB) classifier is introduced as a
(simple) improved version of the previously introduced non-iterative Threshold-based Naïve …

The rhetoric of negation in research articles: A cross-disciplinary analysis of appraisal resources

F Zolfaghari - English for Specific Purposes, 2023 - Elsevier
Research on negation has generally explored the cross-linguistic similarities and
differences of a host of widely spoken languages with little attention to its nuances within …

A cross-sectional analysis of negation used in thesis writing by L1 and L2 PhD students

X Li, FK Jiang, J Ma - Journal of English for Academic Purposes, 2023 - Elsevier
PhD theses have received considerable attention over years, playing a crucial role for PhD
students to represent external realities and create writer-reader relations. To engage with …

Circling the Void: Using Heidegger and Lacan to think about Large Language Models

M Heimann, AF Hübener - 2023 - researchsquare.com
The paper aims to unite two currently distinct ways of thinking about and working with
language. Large language models and continental philosophy, especially Martin …

Developmental negation processing in transformer language models

A Laverghetta Jr, J Licato - arXiv preprint arXiv:2204.14114, 2022 - arxiv.org
Reasoning using negation is known to be difficult for transformer-based language models.
While previous studies have used the tools of psycholinguistics to probe a transformer's …

The extimate core of understanding: absolute metaphors, psychosis and large language models

M Heimann, AF Hübener - AI & SOCIETY, 2024 - Springer
This paper delves into the striking parallels between the linguistic patterns of Large
Language Models (LLMs) and the concepts of psychosis in Lacanian psychoanalysis …