[PDF][PDF] MultiLexNorm: A shared task on multilingual lexical normalization

R Van Der Goot, A Ramponi, A Zubiaga… - Seventh Workshop on …, 2021 - pure.itu.dk
Lexical normalization is the task of transforming an utterance into its standardized form. This
task is beneficial for downstream analysis, as it provides a way to harmonize (often …

[HTML][HTML] Combining Topic Modeling, Sentiment Analysis, and Corpus Linguistics to Analyze Unstructured Web-Based Patient Experience Data: Case Study of …

J Walsh, J Cave, F Griffiths - Journal of Medical Internet Research, 2024 - jmir.org
Background Patient experience data from social media offer patient-centered perspectives
on disease, treatments, and health service delivery. Current guidelines typically rely on …

Transfer learning for health-related Twitter data

A Dirkson, S Verberne - Proceedings of the fourth social media …, 2019 - aclanthology.org
Transfer learning is promising for many NLP applications, especially in tasks with limited
labeled data. This paper describes the methods developed by team TMRLeiden for the 2019 …

Comparing health forums: User engagement, salient entities, medical detail

A Guimarães, E Terolli, G Weikum - Companion Publication of the 2021 …, 2021 - dl.acm.org
Health discussion forums provide valuable information about diseases, symptoms,
treatments and risk factors from a patient perspective, and allow exchanging experiences …

Data science methods for the analysis of controversial social media discussions

AC Guimarães - 2022 - publikationen.sulb.uni-saarland.de
Social media communities like Reddit and Twitter allow users to express their views on
topics of their interest, and to engage with other users who may share or oppose these …

[PDF][PDF] Data Science Methods for the Analysis of Controversial Social Media Discussions

AC de Carvalho Guimarães - scholar.archive.org
Social media communities like Reddit and Twitter allow users to express their views on
topics of their interest, and to engage with other users who may share or oppose these …

Knowledge discovery and hypothesis generation from online patient forums: A research proposal

A Dirkson - Proceedings of the 57th Annual Meeting of the …, 2019 - aclanthology.org
The unprompted patient experiences shared on patient forums contain a wealth of
unexploited knowledge. Mining this knowledge and cross-linking it with biomedical …