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A novel span and syntax enhanced large language model based framework for fine-grained sentiment analysis

Author(s): Zou H; Wang Y; Huang A;

Fine-grained aspect-based sentiment analysis requires language models to identify aspect entities and the corresponding sentiment information in the input text content. Transformer-based pre-trained large language models have demonstrated remarkable performance on various challenging natural language processing tasks. However, large language models face l ...

Article GUID: 40876298


Solid solvation structure design improves all-solid-state organic batteries

Author(s): Hu Y; Su H; Fu J; Luo J; Yu Q; Zhao F; Li W; Deng S; Liu Y; Yuan Y; Gan Y; Wang Y; Kim JT; Chen N; Shakouri M; Hao X; Gao Y; Pang T; Zhang N; Jiang M; Li X; Zhao Y; Tu J; Wang C; Sun X;

Organic electrode materials offer a versatile, sustainable approach for next-generation lithium-ion batteries but are limited by low working voltages and poor cycling stability. Here we report a solid-solvation-structure design strategy to improve both the voltage and stability of organic electro ...

Article GUID: 40759737


Adaptive finite-time synchronized control of multi-robotic fiber placement system with model uncertainties and disturbances

Author(s): Zhang R; Wang Y; Xie W; Li P; Tan H; Jiang Y;

The use of multiple robots to manufacture composite components represents a critical development direction for fiber placement systems (FPSs). In multi-robotic fiber placement systems (MRFPSs) with heterogeneous mechanical structures, robots collaborate to perform fiber placement tasks. Consequently, robot synchronization emerges as a primary factor in de ...

Article GUID: 40461302


Spectral and network investigation reveals distinct power and connectivity patterns between phasic and tonic REM sleep

Author(s): Avigdor T; Peter-Derex L; Ho A; Schiller K; Wang Y; Abdallah C; Delaire E; Jaber K; Travnicek V; Grova C; Frauscher B;

Although rapid eye movement (REM) sleep is often thought of as a singular state, it consists of two substates, phasic and tonic REM, defined by the presence (respectively absence) of bursts of rapid eye movements. These two substates have distinct EEG signatures and functional properties. However ...

Article GUID: 40394955


Infants' Social Evaluation of Helpers and Hinderers: A Large-Scale, Multi-Lab, Coordinated Replication Study

Author(s): Lucca K; Yuen F; Wang Y; Alessandroni N; Allison O; Alvarez M; Axelsson EL; Baumer J; Baumgartner HA; Bertels J; Bhavsar M; Byers-Heinlein K; Capelier-Mourguy A; Chijiiwa H; Chin CS; Christner N; Cirelli LK; Corbit J; Daum MM; Doan T; Dr ...

Evaluating whether someone's behavior is praiseworthy or blameworthy is a fundamental human trait. A seminal study by Hamlin and colleagues in 2007 suggested that the ability to form social evaluations based on third-party interactions emerges within the first year of life: infants preferred ...

Article GUID: 39600132


Crowd Counting Using Meta-Test-Time Adaptation

Author(s): Ma C; Neri F; Gu L; Wang Z; Wang J; Qing A; Wang Y;

Machine learning algorithms are commonly used for quickly and efficiently counting people from a crowd. Test-time adaptation methods for crowd counting adjust model parameters and employ additional data augmentation to better adapt the model to the specific conditions encountered during testing. The majority of current studies concentrate on unsupervised ...

Article GUID: 39252679


NREM sleep brain networks modulate cognitive recovery from sleep deprivation

Author(s): Lee K; Wang Y; Cross NE; Jegou A; Razavipour F; Pomares FB; Perrault AA; Nguyen A; Aydin Ü; Uji M; Abdallah C; Anticevic A; Frauscher B; Benali H; Dang-Vu TT; Grova C;

Decrease in cognitive performance after sleep deprivation followed by recovery after sleep suggests its key role, and especially non-rapid eye movement (NREM) sleep, in the maintenance of cognition. It remains unknown whether brain network reorganization in NREM sleep stages N2 and N3 can uniquel ...

Article GUID: 39005401


Bioretention Design Modifications Increase the Simulated Capture of Hydrophobic and Hydrophilic Trace Organic Compounds

Author(s): Rodgers TFM; Spraakman S; Wang Y; Johannessen C; Scholes RC; Giang A;

Stormwater rapidly moves trace organic contaminants (TrOCs) from the built environment to the aquatic environment. Bioretention cells reduce loadings of some TrOCs, but they struggle with hydrophilic compounds. Herein, we assessed the potential to enhance TrOC removal via changes in bioretention system design by simulating the fate of seven high-priority ...

Article GUID: 38483320


Hydrothermal synthesis and electrochemical properties of Sn-based peanut shell biochar electrode materials

Author(s): Wang Y; Wang H; Ji J; You T; Lu C; Liu C; Song Y; Chen Z; Zhu S;

Using activated-carbon-based electrodes derived from waste biomass in super-capacitor energy technologies is an essential future strategy to achieve sustainable energy and environmental protection. Biomass feed-stocks such as bamboo and straw have been used to prepare activated carbon-based electrodes. This experiment used peanut shells (waste biomass) as ...

Article GUID: 38380232


Advances in Drug Design and Development for Human Therapeutics Using Artificial Intelligence-II

Author(s): Wei D; Peslherbe GH; Selvaraj G; Wang Y;

Building on our 2021-2022 Special Issue, "Advances in Drug Design and Development for Human Therapeutics Using Artificial Intelligence [...].

Article GUID: 38136606


Bioretention Cells Provide a 10-Fold Reduction in 6PPD-Quinone Mass Loadings to Receiving Waters: Evidence from a Field Experiment and Modeling

Author(s): Rodgers TFM; Wang Y; Humes C; Jeronimo M; Johannessen C; Spraakman S; Giang A; Scholes RC;

Road runoff to streams and rivers exposes aquatic organisms to complex mixtures of chemical contaminants. In particular, the tire-derived chemical 6PPD-quinone (N-(1,3-dimethylbutyl)-N'-phenyl-p-phenylenediamine-quinone) is acutely toxic to several species of salmonids, which are critical to ...

Article GUID: 37455862


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