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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 28 1 Entropy Analysis of Heart Rate Variability in Different Sleep Stages Yan, Chang; Li, Peng; Yang, Meicheng... In: Entropy (Basel) (2022) BASE Show details 2 MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ... Zhang, Zhengyan; Lin, Yankai; Liu, Zhiyuan; Li, Peng; Sun, Maosong; Zhou, Jie. - : arXiv, 2021 Abstract: Recent work has shown that feed-forward networks (FFNs) in pre-trained Transformers are a key component, storing various linguistic and factual knowledge. However, the computational patterns of FFNs are still unclear. In this work, we study the computational patterns of FFNs and observe that most inputs only activate a tiny ratio of neurons of FFNs. This phenomenon is similar to the sparsity of the human brain, which drives research on functional partitions of the human brain. To verify whether functional partitions also emerge in FFNs, we propose to convert a model into its MoE version with the same parameters, namely MoEfication. Specifically, MoEfication consists of two phases: (1) splitting the parameters of FFNs into multiple functional partitions as experts, and (2) building expert routers to decide which experts will be used for each input. Experimental results show that MoEfication can conditionally use 10% to 30% of FFN parameters while maintaining over 95% original performance for different models ... : Accepted to ACL Findings 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2110.01786 https://arxiv.org/abs/2110.01786 BASE Hide details 3 CLEVE: Contrastive Pre-training for Event Extraction ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Han, Xu; Hou, Lei. - : Underline Science Inc., 2021 BASE Show details 4 Rethinking Stealthiness of Backdoor Attack against NLP Models ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Li, Peng; Lin, Yankai. - : Underline Science Inc., 2021 BASE Show details 5 RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Li, Peng; Lin, Yankai. - : Underline Science Inc., 2021 BASE Show details 6 Serial magnetic resonance imaging changes of pseudotumor lesions in retinal vasculopathy with cerebral leukoencephalopathy and systemic manifestations: a case report Yan, Yuying; Jiang, Shuai; Wang, Ruilin... In: BMC Neurol (2021) BASE Show details 7 Ecoacoustics and multispecies semiosis: naming, semantics, semiotic characteristics, and competencies Farina, Almo; Eldridge, Alice; Li, Peng. - : Springer, 2021 BASE Show details 8 Hand gestures facilitate novel segment learning (Xi et al., 2020) ... Xiaotong Xi; Li, Peng; Baills, Florence. - : ASHA journals, 2020 BASE Show details 9 Hand gestures facilitate novel segment learning (Xi et al., 2020) ... Xiaotong Xi; Li, Peng; Baills, Florence. - : ASHA journals, 2020 BASE Show details 10 Evaluation of poverty-stricken families in rural areas using a novel casebased reasoning method for probabilistic linguistic term sets Li, Peng; Liu, Ju; Yang, Yingjie. - : Elsevier, 2020 BASE Show details 11 Laryngeal Diffuse Large B-Cell Lymphoma Presenting as Laryngeal Stenosis TANG, YAOYUN; LI, PENG; CUA, DAVID. - : International Institute of Anticancer Research, 2020 BASE Show details 12 Bivariate Entropy Analysis of Electrocardiographic RR–QT Time Series Shi, Bo; Motin, Mohammod Abdul; Wang, Xinpei... In: Entropy (Basel) (2020) BASE Show details 13 Differences in Working Memory With Emotional Distraction Between Proficient and Non-proficient Bilinguals Ma, Xie; Ma, Xiao; Li, Peng... In: Front Psychol (2020) BASE Show details 14 Quantifying and Correlating Rhythm Formants in Speech ... Gibbon, Dafydd; Li, Peng. - : arXiv, 2019 BASE Show details 15 Relation Between Working Memory Capacity of Biological Movements and Fluid Intelligence Ye, Tian; Li, Peng; Zhang, Qiong. - : Frontiers Media S.A., 2019 BASE Show details 16 User social activity-based routing for cognitive radio networks [<Journal>] Lu, Junling [Verfasser]; Cai, Zhipeng [Sonstige]; Wang, Xiaoming [Sonstige]. DNB Subject Category Language Show details 17 Detection of epileptic seizure based on entropy analysis of short-term EEG Li, Peng; Karmakar, Chandan; Yearwood, John. - : Public Library of Science, 2018 BASE Show details 18 Detection of epileptic seizure based on entropy analysis of short-term EEG Li, Peng; Karmakar, Chandan; Yearwood, John. - : Public Library of Science, 2018 BASE Show details 19 A general frame for intuitionistic fuzzy rough sets Zhang, Xiaohong; Zhou, Bing; Li, Peng In: Information sciences. - New York, NY : Elsevier Science Inc. 216 (2012), 34-49 OLC Linguistik Show details 20 The Fable of Recognition: A Study of Northrop Frye as a Prophet Li, Peng In: English Language Teaching; Vol 4, No 3 (2011); p54 (2011) BASE Show details Page: 1 2

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