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Automatic topic labeling using graph-based pre-trained neural embedding
Neurocomputing, 2021Dongbin He +2 more
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From Topic Modeling to Semantic Labels: Efficient Topic Labeling with Small Language Models
Large language models (LLMs) demonstrate strong capabilities in understanding textual data and performing related tasks. However, a major challenge with LLMs is their high computational resource requirement, which makes them expensive to use. Small language models (SLMs) have been proposed as a more efficient alternative, showing promising results in ...Salma Mekaoui +6 more
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Sequence labeling with MLTA: Multi-level topic-aware mechanism
Information Sciences, 2023Qianli Ma, Jiaxin Chen, Jiangyue Yan
exaly
Dialogue Topic Extraction as Sentence Sequence Labeling
Lecture Notes in Computer Science, 2022Zhihao Yang, Jiangming Wu
exaly
A Supplemental Labeling System for Topical Medications
American Journal of Ophthalmology, 1987S, Ullman, S C, Pflugfelder
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A Method of Labeling to the Topic in a Chat Dialogue
Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, 2022exaly
Automatic Topic Labeling model with Paired-Attention based on Pre-trained Deep Neural Network
2021Dongbin He +2 more
exaly
PLEASE PUT LABELS ON TOPICAL PREPARATIONS
Medical Journal of Australia, 1981openaire +2 more sources
Detecting Knowledge Innovation through Automatic Topic Labeling on Scholar Data
2016Jonice Oliveira
exaly