Better Together: Combining Language and Social Interactions into a Shared Representation

机译：更好地融合在一起：将语言和社交互动结合在一起，成为一个共同的代表

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Despite the clear inter-dependency between analyzing the interactions in social networks, and analyzing the natural language content of these interactions, these aspects are typically studied independently. In this paper we present a first step towards finding a joint representation, by embedding the two aspects into a single vector space. We show that the new representation can help improve performance in two social relations prediction tasks.

机译：尽管在分析社交网络中的交互与分析这些交互的自然语言内容之间存在明显的相互依存关系，但是这些方面通常是独立研究的。在本文中，我们通过将两个方面嵌入到单个向量空间中，提出了寻找联合表示的第一步。我们表明，新的表示形式可以帮助提高两个社会关系预测任务的绩效。

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来源
《Graph-based methods for natural language processing workshop 2016》|2016年|29-33|共5页
会议地点 San Diego CA(US)
作者
Yi-Yu Lai; Chang Li; Dan Goldwasser; Jennifer Neville;
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Department of Computer Science, Purdue University, West Lafayette, Indiana;

Department of Computer Science, Purdue University, West Lafayette, Indiana;

Department of Computer Science, Purdue University, West Lafayette, Indiana;

Department of Computer Science, Purdue University, West Lafayette, Indiana;

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1. Shared Action Spaces: (How) does the brain merge the co-actors' spatial representations during social interactions? [J] . Pezzulo Giovanni Cognitive processing . 2015,第Suppla期

机译：共享行动空间：（如何）在社交互动过程中，大脑如何合并合作者的空间表征？
2. Situated cognition in the space of social interactions: From the bodily-self to shared spatial representations [J] . Candidi Matteo, Bufalari Ilaria Cognitive processing . 2015,第Suppla期

机译：社会互动空间中的情境认知：从身体自我到共享的空间表征
3. Between-language repetition priming in antonym generation: evidence that translation-equivalent adjectives have shared conceptual representations across languages [J] . Taylor Randolph S., Francis Wendy S. Memory . 2017,第3a4期

机译：反义词生成中的语言间重复启动：证明等同于翻译的形容词在各种语言中共享概念表示
4. Better Together: Combining Language and Social Interactions into a Shared Representation [C] . Yi-Yu Lai, Chang Li, Dan Goldwasser, Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies . 2016

机译：更好地结合在一起：将语言和社会互动结合成共享表示
5. Anew Language: 'Coming Forward' to Social Equality and Freedom of Life Shared by Women of Lesbian Orientation [D] . Johnson, Renee Rose 2019

机译：一种新的语言：女同性恋倾向女性共同享有的“平等”的社会平等和生活自由
6. Discriminating neural representations of physical and social pains: how multivariate statistics challenge the shared representation theory of pain [O] . A. Rogachov, J. C. Cheng, D. D. DeSouza -1

机译：区分身体和社交疼痛的神经表征：多元统计如何挑战疼痛的共享表征理论
7. Better Together: Combining Language and Social Interactions into a Shared Representation [O] . Yi-Yu Lai, Chang Li, Dan Goldwasser, 2016

机译：更好地结合在一起：将语言和社会互动结合成共享表示

Better Together: Combining Language and Social Interactions into a Shared Representation

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