Results 1 to 10 of about 41,163,437 (285)
Transformer-based active learning for multi-class text annotation and classification. [PDF]
Digit HealthObjective Data-driven methodologies in healthcare necessitate labeled data for effective decision-making. However, medical data, particularly in unstructured formats, such as clinical notes, often lack explicit labels, making manual annotation ...
Afzal M +5 more
europepmc +3 more sources
Towards cross-platform interoperability for machine-assisted text annotation. [PDF]
Genomics Inform, 2019 In this paper, we investigate cross-platform interoperability for natural language processing (NLP) and, in particular, annotation of textual resources, with an eye toward identifying the design elements of annotation models and processes that are ...
Eckart de Castilho R +4 more
europepmc +2 more sources
Understanding the experience of neurodivergent workers in image and text data annotation
Computers in Human Behavior Reports, 2023 With the rise of large-scale data-driven innovation in AI, data annotation tasks found in digital work environments present an employment opportunity for neurodivergent individuals.
Slobodan Vucetic +2 more
exaly +3 more sources
Extending TextAE for annotation of non-contiguous entities [PDF]
Genomics & Informatics, 2020 Named entity recognition tools are used to identify mentions of biomedical entities in free text and are essential components of high-quality information retrieval and extraction systems.
Jake Lever, Russ Altman, Jin-Dong Kim
doaj +1 more source
Frontiers in Artificial Intelligence, 2023 The emergence of ChatGPT has sensitized the general public, including the legal profession, to large language models' (LLMs) potential uses (e.g., document drafting, question answering, and summarization).
Jaromir Savelka, Kevin D. Ashley
doaj +1 more source
From Insult to Hate Speech: Mapping Offensive Language in German User Comments on Immigration
Media and Communication, 2021 In recent debates on offensive language in participatory online spaces, the term ‘hate speech’ has become especially prominent. Originating from a legal context, the term usually refers to violent threats or expressions of prejudice against particular ...
Sünje Paasch-Colberg +3 more
doaj +1 more source
Clustering of media content from social networks using bigdata technology [PDF]
Компьютерная оптика, 2018 The article deals with one of the key problems of the social network analysis – the problem of classifying accounts based on media content uploaded by users.
Igor Rytsarev +2 more
doaj +1 more source
Text Semantic Annotation: A Distributed Methodology Based on Community Coherence
Algorithms, 2020 Text annotation is the process of identifying the sense of a textual segment within a given context to a corresponding entity on a concept ontology.
Christos Makris +2 more
doaj +1 more source
Computationally Efficient Context-Free Named Entity Disambiguation with Wikipedia
Information, 2022 The induction of the semantics of unstructured text corpora is a crucial task for modern natural language processing and artificial intelligence applications.
Michael Angelos Simos, Christos Makris
doaj +1 more source
Diagnostics, 2023 A chest X-ray report is a communicative tool and can be used as data for developing artificial intelligence-based decision support systems. For both, consistent understanding and labeling is important.
Dana Li +14 more
doaj +1 more source