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A Comprehensive Survey of Fake Text Detection on Misinformation and LM-Generated Texts
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FusOn-pLM: a fusion oncoprotein-specific language model via adjusted rate masking
Published 2025-02-01“…Employing a unique cosine-scheduled masked language modeling strategy, FusOn-pLM dynamically adjusts masking rates (15%–40%) to optimize feature extraction and representation quality, surpassing baseline embeddings in fusion-specific tasks, including localization, puncta formation, and disorder prediction. …”
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Application Analysis of the Language Model
Published 2025-01-01“…Language models(LM) like Claude3, ChatGPT and Llamas have prominent development recent years. …”
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Deep Learning in Music Generation: A Comprehensive Investigation of Models, Challenges and Future Directions
Published 2025-01-01“…The objective of emotion-conditioned models, such as ECMusicLM, is to combine music with emotional cues so that the output has a stronger emotional resonance. …”
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Performance Evaluation of Large Language Models in Cervical Cancer Management Based on a Standardized Questionnaire: Comparative Study
Published 2025-02-01“…Seven models (ChatGPT-4.0 Turbo, Claude 2, Gemini Pro, Mistral-7B-v0.2, Starling-LM-7B alpha, HuatuoGPT, and BioMedLM 2.7B) provided stable responses. …”
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Assessing the role of genotype by environment interaction of winter wheat cultivars using envirotyping techniques in North China
Published 2025-02-01“…The Additive Main Effects and Multiplicative Interaction (AMMI) model indicates that the first three interaction principal component axes (IPCAs) account for over 70% of the GEI variance, thereby demonstrating the relevance of this model to the current study. …”
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WNT11 Promotes immune evasion and resistance to Anti-PD-1 therapy in liver metastasis
Published 2025-02-01“…Moreover, CAMKII inhibition increases the efficacy of anti-PD-1 therapy in mouse model of LM. Serum expression of WNT11 is identified as a potential minimally invasive biomarker in the management of colorectal cancer-LM with immunotherapy. …”
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Analysis of reservoir rock permeability changes due to solid precipitation during waterflooding using artificial neural network
Published 2025-01-01“…Tansig was the most effective transfer function for the hidden layers. The ANN model using the Levenberg-Marquardt (LM) algorithm showed superior performance with the lowest mean squared error (MSE) for training, testing, and all data sets. …”
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Penerapan Decision Tree dan Random Forest dalam Deteksi Tingkat Stres Manusia Berdasarkan Kondisi Tidur
Published 2024-10-01“…In other words, the values of these three features are inversely proportional to the level of stress experienced. The Decision Tree model has an accuracy of 0.99, and the Random Forest model has an accuracy of 1.0. …”
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Ethanolamine-induced assembly of microcompartments is required for Fusobacterium nucleatum virulence
Published 2025-02-01“…The formation of F. nucleatum BMCs, containing BMC shell proteins EutLM1M2N, is controlled by a two-component system, EutV-EutW, responsive to EA. …”
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Neural Network-Based Lower Limb Prostheses Control Using Super Twisting Sliding Mode Control
Published 2025-01-01“…The neural network structure is built using Feed-forward Neural Network (FFNN) architecture and Levenberg-Marquardt (LM) back-propagation training algorithm for accuracy, fast convergence, and reliable optimization of nonlinear relationships. …”
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