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   Articles with "bert based" as a keyword



Evaluating BERT-based language models for detecting misinformation

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recommendations! Published in 2025 at "Neural Computing and Applications"

DOI: 10.1007/s00521-025-11101-z

Abstract: Online misinformation poses a significant challenge due to its rapid spread and limited supervision. To address this issue, automated rumour detection techniques are essential for countering the negative impact of false information. Previous research primarily… read more here.

Keywords: rumour detection; text embeddings; misinformation; bert based ... See more keywords

Comprehensive Assessment of BERT-Based Methods for Predicting Antimicrobial Peptides

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recommendations! Published in 2024 at "Journal of chemical information and modeling"

DOI: 10.1021/acs.jcim.4c00507

Abstract: In recent years, the prediction of antimicrobial peptides (AMPs) has gained prominence due to their high antibacterial activity and reduced susceptibility to drug resistance, making them potential antibiotic substitutes. To advance the field of AMP… read more here.

Keywords: bert based; bert; language; prediction ... See more keywords

A multilingual BERT-based classification of reviews for enhanced visitors’ experience analysis

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recommendations! Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-09418-9

Abstract: Cultural organizations today can rely on online platforms to study users’ opinions and the most discussed topics related to both general and specific cultural offerings. Despite data acquisition tools, managing unstructured databases remains a hurdle.… read more here.

Keywords: bert based; visitors experience; model; based classification ... See more keywords

Semantic Service Clustering With Lightweight BERT-Based Service Embedding Using Invocation Sequences

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recommendations! Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3069509

Abstract: Service clustering is an efficient method for facilitating service discovery and composition. Traditional approaches based on the self-description documents for services usually utilize service signatures. In Web service composition, service clustering can also be performed… read more here.

Keywords: service clustering; bert based; service embedding; service ... See more keywords

Spectral-Spatial Classification of Hyperspectral Images Using BERT-Based Methods With HyperSLIC Segment Embeddings

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3194650

Abstract: The classification performance is highly affected because hyperspectral images include many bands, have high dimensions, and have few labeled training samples. This challenge is reduced by using rich spatial information and an effective classifier. The… read more here.

Keywords: information; bert based; classification; hyperspectral images ... See more keywords

BERT-Based Deceptive Review Detection in Social Media: Introducing DeceptiveBERT

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recommendations! Published in 2024 at "IEEE Transactions on Computational Social Systems"

DOI: 10.1109/tcss.2024.3403937

Abstract: In recent years, the Internet has facilitated the emergence of social media platforms as significant channels for individuals to express their thoughts and engage in instantaneous interactions. However, the reliance on online reviews has also… read more here.

Keywords: bert based; review; deceptive review; based deceptive ... See more keywords

Automatic Short-Answer Grading via BERT-Based Deep Neural Networks

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recommendations! Published in 2022 at "IEEE Transactions on Learning Technologies"

DOI: 10.1109/tlt.2022.3175537

Abstract: Automatic short-answer grading (ASAG) is a key component of intelligent tutoring systems. Deep learning is an advanced method to deal with recognizing textual entailment tasks in an end-to-end manner. However, deep learning methods for ASAG… read more here.

Keywords: automatic short; short answer; bert based; answer ... See more keywords

Utilizing passage‐level relevance and kernel pooling for enhancing BERT‐based document reranking

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recommendations! Published in 2024 at "Computational Intelligence"

DOI: 10.1111/coin.12656

Abstract: The pre‐trained language model (PLM) based on the Transformer encoder, namely BERT, has achieved state‐of‐the‐art results in the field of Information Retrieval. Existing BERT‐based ranking models divide documents into passages and aggregate passage‐level relevance to… read more here.

Keywords: bert based; level; level relevance; document ... See more keywords

Classification of lumbar spine disorders using large language models and MRI segmentation

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recommendations! Published in 2024 at "BMC Medical Informatics and Decision Making"

DOI: 10.1186/s12911-024-02740-8

Abstract: MRI is critical for diagnosing lumbar spine disorders but its complexity challenges diagnostic accuracy. This study proposes a BERT-based large language model (LLM) to enhance precision in classifying lumbar spine disorders through the integration of… read more here.

Keywords: language; spine disorders; bert based; lumbar spine ... See more keywords

iPro-MP: a BERT-based model to predict multiple prokaryotic promoters

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recommendations! Published in 2025 at "Genome Biology"

DOI: 10.1186/s13059-025-03819-9

Abstract: Promoters, as essential cis-regulatory elements in prokaryotes, govern gene expression by mediating RNA polymerase binding through core motifs and long-range regulatory interactions, playing a pivotal role in cell metabolism and environmental adaptation. Hence, accurate identification… read more here.

Keywords: promoters ipro; model organisms; prokaryotic promoters; ipro bert ... See more keywords

CVE2ATT&CK: BERT-Based Mapping of CVEs to MITRE ATT&CK Techniques

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recommendations! Published in 2022 at "Algorithms"

DOI: 10.3390/a15090314

Abstract: Since cyber-attacks are ever-increasing in number, intensity, and variety, a strong need for a global, standardized cyber-security knowledge database has emerged as a means to prevent and fight cybercrime. Attempts already exist in this regard.… read more here.

Keywords: based mapping; bert based; cve2att bert; mitre att ... See more keywords