TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3164769
Abstract: A sentence embedding vector can be obtained by connecting a global average pooling (GAP) to a pre-trained language model. The problem of such a sentence embedding vector using a GAP is that it is generated… read more here.
Keywords: embedding vector; token attention; sentence embedding; sentence ... See more keywords
Electrical Fault Diagnosis From Text Data: A Supervised Sentence Embedding Combined With Imbalanced Classification
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2023.3269463
Abstract: Huge amounts of text data describing malfunction, defect, and safety hazard have been recorded in power maintenance sectors. Effectively mining such text data, and thus, classifying electrical fault types from text data bring the potential… read more here.
Keywords: classification; text data; sentence embedding; electrical fault ... See more keywords
Automated Think-Aloud Protocol for Identifying Students with Reading Comprehension Impairment Using Sentence Embedding
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app14020858
Abstract: The think-aloud protocol is a valuable tool for investigating readers’ cognitive processes during reading. However, its reliance on experienced human evaluators poses challenges in terms of efficiency and scalability. To address this limitation, this study… read more here.
Keywords: sentence embedding; reading comprehension; aloud protocol; think aloud ... See more keywords