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小小的感慨一下

基于多特征和深度神经网络的维吾尔文情感分类作者：买买提阿依甫 1 吾守尔·斯拉木 1 艾斯卡尔·艾木都拉 1 杨文忠 1 帕丽旦·木合塔尔 1 作者单位： 1. 新疆大学信息科学与工程学院提交时间： 2019-04-01 摘要: 针对传统机器学习的情感分类方法存在长距离依赖问题，深度学习存在忽略情感词库的弊端，提出了一种基于注意力机制与双向长短记忆网络和卷积神经网络模型相结合的维吾尔文情感分类方法。将多特征拼接向量作为双向长短记忆网络的输入捕获文本上下文信息，使用注意力机制和卷积网络获取文本隐藏情感特征信息，有效增强了对文本情感语义的捕获能力。实验结果表明，该方法在二分类和五分类情感数据集上的F1值相比于机器学习方法分别提高了5.59%，7.73%。 Abstract: In order to solve the problem of long-distance dependence in traditional machine learning sentiment classification method and the disadvantage of ignoring the emotional lexicon in deep learning, this paper proposes a Uyghur sentiment classification method based on attention mechanism combined with bidirectional long-short term memory network and convolutional neural network model. The concatenated multi-feature vector is used as the input of the bidirectional long short-term memory network to capture the context information, the attention mechanism and convolution network are used to capture text hidden emotional feature information, which effectively enhances the capture ability of the text sentiment semantics. The experimental results show that the F1 value of this method on two-category and five-category Uyghur sentiment data sets higher than machine learning method 5.59%, 7.73%, respectively. 情感分类双向长短记忆网络卷积神经网络注意力机制维吾尔语期刊：计算机应用研究分类：计算机科学 >> 计算机科学的集成理论引用： ChinaXiv:201904.00061 (或此版本 ChinaXiv:201904.00061V1 ) doi:10.12074/201904.00061 CSTR:32003.36.ChinaXiv.201904.00061.V1 推荐引用方式：买买提阿依甫,吾守尔·斯拉木,艾斯卡尔·艾木都拉,杨文忠,帕丽旦·木合塔尔.(2019).基于多特征和深度神经网络的维吾尔文情感分类.计算机应用研究.[ChinaXiv:201904.00061] 版本历史 [V1] 2019-04-01 15:47:36 ChinaXiv:201904.00061V1 下载全文

睡醒就饿

路人甲逆袭

反派消极怠工以后

一次次的高潮如永远没有止境的海浪，将拉里萨·里克尔梅一次次的推上爆炸的巅峰，带来快感的时候，也让她精神萎靡了。叮咚！恭喜寄主，推倒女神拉里萨·里克尔梅，获得男神点1350点。第0887章与校花刘太阳相遇花儿与少年团队的人都走了，王泽杰自己一个留在这里玩几天才回去，自己难得一次出国到国外，还遇到自己前世欧美那些大洋马女神，自己留下来好好玩几天这些大洋马女神才回去。早上兰州资源环境职业技术大学的校花刘太阳，这个刘太阳就是自己在2020年年末穿越过前自己在网上看到模特抖音快手女神刘太阳，出生于1996年，身高178cm，130斤，作为一名健身模特的她，身材就是她的王牌，不仅拥有高挑匀称的身材，还有着轮廓清晰可见的马甲线，从小就比同龄人高的刘太阳，一直怀揣着一个模特梦，2014年，刘太阳18岁的时候，受邀参加了汽车模特大赛，获得了最佳身材奖。

暗夜泠风

废柴

这不会是爱吧

【衍生同人+双女主+原创人物+无男主】原创角色x灰原哀，人设不ooc，互相救赎，双向暗恋，极尽暧昧拉扯。非剧情流，主要写主角二人的感情。走tv剧情与剧场版穿插进行，以tv为基准。时间线会有部分混乱，部分原创剧情+长大剧情。所有设定为剧情服务，考究党勿入。注：主角私设，代号不为酒，而是步枪Famas。介意勿入。 ——不管一千遍还是一万遍，我都会找到你。黑衣组织杀手相叶悠，代号“Famas” 世界屈指可数的天才杀手，被称为组织中的人型武器“银色弯刀”的银发少女。却被安排给组织中的少女科学家作为保镖。相叶悠一心觉得自己大材小用。却在无数个日夜，朝夕相处中，渐渐迷上了这个冷漠寡言的少女。在某一天，相叶悠发现了她一直以来调查的秘密。直到宫野志保消失在那如同密室般的毒气室后，少女决定，不惜一切代价，也要追上那一抹来之不易的“月光” 小一生林间鹤，由此诞生。

尼斯湖的雷鲛

架空历史

风见曜光

【无敌流+、+、好吧，似乎只是无敌流，硬要说的话，加一个富二代梳理家产的故事？】【不杀伐果断，主角是能不杀人不杀人，能少杀人少杀人，为此主角不介意演演戏，想看杀伐果断不圣母的划走】【有送女，虽然送的是根本没啥感情关系的侍女，但还是一直被骂送女，想看泰迪的划走】【天龙人只是初代二十王后人，有查尔罗斯一家大聪明的，有霍明古，明哥，被鱼人救的，也有神之骑士团五老星，想看天龙人嚣张跋扈为所欲为的龙傲天的划走】【事先声明，别看了不合胃口，又骂我又给差评】 “信之介，你要记住，单纯的杀戮，是解决不了问题的，要多方面考虑。如果单纯杀了人就能解决问题，我早就把天龙人砍一遍了。” ——天龙人·风间一族家主·风间琉璃圣 “啊，这——这是我能听的吗？” ——天龙人·野原一族少主·野原信之介圣 “妇人之仁，记住了，失败就失败了，一个王国而已。 ——天龙人·野原家主·鹤一圣 “小琉璃想玩就玩吧，反正失败了，我们也能让大海重回平衡。”——五老星

鸠鸽鸥

虚拟网游

丘吉尔

多元语言文化对个体情境下与社会情境下认知转换功能的差异性影响——来自锡伯族的证据作者：郭人豪 1 王婷 1 张积家 1 作者单位： 1. 中国人民大学心理学系、国家民委民族语言文化心理重点研究基地、教育部民族教育发展中心民族心理与教育重点研究基地, 北京 100872 提交时间： 2023-03-27 摘要: 多民族国家由多个民族和族群组成。个体处于各种民族关系或族群关系中, 需要与其他民族或族群的人协作。“西迁”使我国的锡伯族分居于新疆和东北, 走上了不同的发展道路。新疆锡伯族处于多元语言文化中, 不仅保留了本民族的语言和文字, 也汲取了周边民族的语言文化营养; 而东北锡伯族则与汉族融合, 逐渐失去了本民族的语言和文字, 转用汉语和汉字。采用经典认知转换任务和联合认知转换任务, 对比新疆锡伯族和东北锡伯族在个体情境下和社会情境下的认知转换功能差异, 探讨多元语言文化对个体情境下与社会情境下认知转换功能的影响。结果发现, 在个体情境下, 新疆锡伯族的转换代价更小; 在社会情境下, 新疆锡伯族的联合机制更容易被激活, 他们分配认知资源去表征同伴的任务, 自我-他人的整合程度更高, 转换代价更大。整个研究表明, 多元语言文化对认知转换功能具有不同的影响：促进个体情境下的认知转换功能, 降低社会情境下的认知转换功能。本研究的结果为多民族国家的文化和心理建设提供了重要启示。 Abstract: Humans are quintessentially social, yet much of cognitive psychology has focused on the individual, in individual settings. The literature on joint action is one of the most prominent exceptions. Joint-action research studies the sociality of our mental representations by examining how the tasks of other people around us affect our own task performance. Executive functions are a family of general-purpose cognitive processes that allow us to regulate cognition. The main executive functions are inhibition, shifting, and updating of working memory. Growing evidence suggests that executive functions can be automatically activated in non-social contexts as well as social ones. It is necessary to test whether people automatically engage in doing the tasks their partners do even when it requires executive functions. The Xibe is one of the ethnic groups in China, mainly inhabits Liaoning, Jilin, and Xinjiang Uygur Autonomous Region. The “westward migration” separated the Xibe in Xinjiang and Northeast China and embarked on different development paths. Xibe living in Xinjiang is in a multilingual culture, which not only retains the Xibe language (part of the Tungus-Manchu group of the Altaic phylum), but also absorbs the language and culture of the surrounding ethnic groups, such as the Uigur and Kazak. While the Northeast Xibe merges with the Han ethnic group and gradually loses their own ethnic culture and language. The present study investigates the influence of multi-language and multi-culture on social cognitive function, using a task-switching paradigm to examine one of the core executive functions, which is switching. In Experiment 1, the classical cognitive switching task was conducted to compare cognitive flexibility between the Xingjiang Xibe and the Northeast Xibe. Participants performed either a parity task (odd or even) or a magnitude task (bigger or smaller than 5), according to the frame around the number (diamond or square). The results showed that Xingjiang Xibe have smaller switch costs in the RT measure and greater accuracy. Experiment 2 employed socially relevant stimuli (faces) to tap into the switching flexibility between 2 types of categories (age and gender) and replicated the cognitive benefits of Xingjiang Xibe. These results showed that Xingjiang Xibe has the switching flexibility advantage in individual setting. Experiment 3 compared the switching flexibility of Xingjiang and Northeast Xibe using task-switching paradigm. A switching task was distributed between two participants. Each participant performed only one of the tasks, and did nothing on the trials of the other. In the social condition, two participants shared a computer. Each performed his task on his trials, and did nothing on the trials of the other participant. In the solo (control) condition, there was only one participant, who passively viewed the stimuli when it was not his turn. There were evident switch costs in the social condition and Xingjiang Xibe showed bigger switch costs compared with the Northeast Xibe, which meant they were more automatically engaged in this joint-action situation. It might be argued that, in the social condition, participants were distracted by the presence of a partner, or that they were sometimes uncertain about whose turn it was, and these factors lowered their efficiency. These costs are referred as turn-taking costs. In order to address this issue, Experiment 4 isolated turn-taking costs from task-switching costs by adding a condition in which two participants took turns, but they performed an identical task. This condition didn’t result in switch costs, indicating that costs in Experiment 3 should be interpreted as switching costs. Experiment 5 applied eye test to further prove that Xingjiang Xibe had strong individual tendency to understand the others’ intentions. In summary, the results showed that multilingualism and multiculturalism have different effects on cognitive switching function, positive effect in individual context and negative effect in social context. The results of this study provide important inspiration for the construction of a multi-ethnic country. 新疆锡伯族东北锡伯族联合行动认知转换功能期刊：心理学报分类：心理学 >> 社会心理学引用： ChinaXiv:202303.08659 (或此版本 ChinaXiv:202303.08659V1 ) DOI:10.3724/SP.J.1041.2020.01071 CSTR:32003.36.ChinaXiv.202303.08659.V1 推荐引用方式：郭人豪,王婷,张积家.(2023).多元语言文化对个体情境下与社会情境下认知转换功能的差异性影响——来自锡伯族的证据.心理学报.doi:10.3724/SP.J.1041.2020.01071 版本历史 [V1] 2023-03-27 16:00:22 ChinaXiv:202303.08659V1 下载全文

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小小的感慨一下

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这不会是爱吧

风见曜光

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