Optical semantic communication through multimode fiber: from symbol transmission to sentiment analysis by Zheng Gao, Ting Jiang, Mingming Zhang, Hao Wu, Ming Tang

“…We further enhance spectral efficiency by implementing 4-level pulse amplitude modulation (PAM-4), achieving 9.12 bits/s/Hz without decoding errors. Additionally, we explore the application of this system for sentiment analysis using the IMDb movie review dataset. …”
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Research on Co-Interactive Model Based on Knowledge Graph for Intent Detection and Slot Filling by Wenwen Zhang, Yanfang Gao, Zifan Xu, Lin Wang, Shengxu Ji, Xiaohui Zhang, Guanyu Yuan

“…The CIMKG model comprises three key components: (1) a knowledge graph-based shared encoder module that injects domain-specific expertise to enhance its semantic representation and solve the problem of entity recognition difficulties caused by professional terminology and then encodes short utterances; (2) a co-interactive module that explicitly establishes the relationship between intent detection and slot filling to address the inter-dependency of these processes; (3) two decoders that decode the intent detection and slot filling. …”
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Robust MMSE Transceiver Designs for Downlink MIMO Systems with Multicell Cooperation by Jialing Li, I-Tai Lu, Enoch Lu

“…When the Robust-DCOA is applicable and the decoder covariance matrices are full rank, the three proposed approaches are equivalent and all provide the optimum solution. …”
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Named entity recognition based on span and category enhancement for Chinese news by QI Ruiyan, LI Longjie, XU Shicheng, MA Ligong, MA Zhixin

“…During the encoding of news text information, category descriptions were incorporated to enhance semantic knowledge, and a span-based decoding method was adopted to address interruptions in predicting long entities. …”
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Nonlinear Demodulation and Channel Coding in EBPSK Scheme by Xianqing Chen, Lenan Wu

“…Thus, SVM is an effective method for EBPSK demodulation and getting posterior probability for LDPC decoding.…”
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Efficient Recovery of Linear Predicted Coefficients Based on Adaptive Steepest Descent Algorithm in Signal Compression for End-to-End Communications by Abel Kamagara, Abbas Kagudde, Baris Atakan

“…The efficiency of recovery and signal decoding efficacy at the receiver in end-to-end communications using linearly predicted coefficients are susceptible to errors, especially for highly compressed signals. …”
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Symmetry protected topological phases under decoherence by Jong Yeon Lee, Yi-Zhuang You, Cenke Xu

“…Our work offers a unified framework for understanding decohered SPT phases from an information-theoretic perspective.…”
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A U-Net-based denoising method for semi-airborne transient electromagnetic data and its application by Dong LIU, Hao FENG, Yongxin WANG, Xiaosheng ZHOU, Yuhong YAO, Huaifeng SUN

“…The encoder learns and extracts noise features from data, while the decoder reconstructs the noise features and restores denoised data. …”
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MFFTNet: A Novel 3D Point Cloud Segmentation Network Based on Multi-Scale Feature Fusion and Transformer Architecture by Hao Bai, Xiongwei Li, Qing Meng, Shulong Zhuo, Lili Yan

“…Based on the aforementioned encoding-decoding structure and multi-scale feature fusion, MFFTNet outperforms existing methods on the point cloud semantic segmentation datasets ShapeNetPart and S3DIS.…”
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« A peculiar poetical-like murmur » : répétition et poéticité dans The Mayor of Casterbridge by Annie Ramel

“…Once Henchard is fallen, his roaring voice is heard no more, but he lends an ear to the « voice of desolation », the inhuman voice of the river which invites him to take his own life, while Lucetta is killed by the destructive voice of the « skimmity-ride ». …”
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Faster Onset of Bronchodilation with Formoterol than with Salmeterol in Patients with Stable, Moderate-Severe Copd: Results of a Randomized, Double-Blind Clinical Study by John Kottakis, Giovanni Della Cioppa, Jacques Creemers, Louis Greefhorst, Violette Leclerc, Riccardo Pistelli, Tim Overend, Denise Till, Günter Rapatz, Vincent LeGros, Demosthenes Bouros, Nikolaos Siafakas

“…OBJECTIVES: To compare the onset and magnitude of bronchodilation after dry powder inhalations of formoterol fumarate (Foradil Aerolizer) versus salmeterol xinofoate (Serevent Diskus) with respect to normalized (*) forced expiratory volume in 1 s area under the curve 0 to 1 h after inhalation (FEV1 AUC*0-1 h).…”
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Étude et analyses des dégradations du manuscrit de Nizet by Cecilia Duminuco

“…The book is damaged and presents black stained areas in the paper which are transfers of gold-like and silver-like painted decorations. The purpose was to achieve a better understanding of the materials and degradations of the manuscript.…”
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Five Regioisomers of Dimethyl Dodecahedrane Derivatives: A Hybrid DFT B3LYP Study by Seol Lee, YongJae Cho, Kee Hag Lee

“…The LUMO of each of the derivatives was equivalently delocalized over the void within the cage, implying that dimethyl derivatives are able to encapsulate atoms at the center of the cage. …”
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A mechanism-informed deep neural network enables prioritization of regulators that drive cell state transitions by Xi Xi, Jiaqi Li, Jinmeng Jia, Qiuchen Meng, Chen Li, Xiaowo Wang, Lei Wei, Xuegong Zhang

“…This method to analyze single-cell multi-omics data demonstrates how the interpretable design of neural networks can better decode biological systems.…”
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Fungicide mixtures to control Asian soybean rust control in regions of Brazil by Gilberto Macedo Siqueira Filho, Daniel Pena Pereira, Arcangelo Loss, José Luiz Rodrigues Torres, Ernane Miranda Lemes

“…Phytotoxicity damage, ASR disease severity, plant defoliation, 1,000-grain weight, and grain yield were evaluated. …”
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The Mining of Craft: An exploration of Minecraft as a Community of Inquiry by Miller Liam

“…Reading and Writing in any domain, whether it is law, rap songs, academic essays, superhero comics, or whatever, are not just ways of decoding print, they are also caught up with ways of doing things, thinking about things, valuing things, and interacting with other people – that is, they are caught up with different sorts of social practices. …”
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EMG Dataset for Gesture Recognition with Arm Translation by Iris Kyranou, Katarzyna Szymaniak, Kianoush Nazarpour

“…The latter has received less attention despite its significant impact on signal quality and decoding accuracy. To address this gap, we present a novel dataset of surface electromyographic (EMG) signals captured from multiple arm positions. …”
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Caractérisation physico-chimique de pigments de peintures murales mochica : San José de Moro (viiie-xe siècles apr. J.-C.) by Nicola Sardos, Nino Del-Solar-Velarde, Rémy Chapoulie, Luis Jaime Castillo Butters

“…To the pre-Columbian Mochica culture, a culture that did not develop through writing, mural painting is a strong ideological vector that involves the implementers of those decorations and specialized craftsmen, as well as their sponsors, members of the ruling elite. …”
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Intrinsic Mixed-State Topological Order by Zijian Wang, Zhengzhi Wu, Zhong Wang

“…We further demonstrate our construction using the decohered Kitaev honeycomb model and the decohered double-semion model. …”
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Graphic Perception System for Visually Impaired Groups by Jingzi Wen

“…MAM can generate better semantic features, which can be used to guide feature fusion in the decoding process, so that the aggregated features can better locate significant objects. …”
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