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Joint Conference on Lexical and Computational Semantics最新文献

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An Architecture of a Quality of Service Resource Manager Middleware for Flexible Embedded Multimedia Systems 柔性嵌入式多媒体系统的服务质量资源管理器中间件体系结构
Pub Date : 2002-05-20 DOI: 10.1007/3-540-38093-0_3
M. García-Valls, A. Alonso, J. Ruiz, Á. M. Groba
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引用次数: 69
Type Based Adaptation: An Adaptation Approach for Dynamic Distributed Systems 基于类型的自适应:动态分布式系统的自适应方法
Pub Date : 2002-05-20 DOI: 10.1007/3-540-38093-0_9
T. Gschwind
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引用次数: 13
Active Replication of Software Components 软件组件的主动复制
Pub Date : 2002-05-20 DOI: 10.1007/3-540-38093-0_14
J. Pavón, Luis M. Pena
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引用次数: 1
Flexible Distributed Process Topologies for Enterprise Applications 企业应用程序的灵活分布式流程拓扑
Pub Date : 2002-05-20 DOI: 10.1007/3-540-38093-0_1
Christoph Hartwich
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引用次数: 4
Modeling and Specification of Interfaces for Standard-Driven Distributed Software Architectures in the E-Learning Domain 电子学习领域中标准驱动分布式软件体系结构的接口建模与规范
Pub Date : 2002-05-20 DOI: 10.1007/3-540-38093-0_5
L. Anido-Rifón, M. Caeiro, Judith S. Rodríguez, Juan M. Santos-Gago
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引用次数: 0
An Event/Rule Framework for Specifying the Behavior of Distributed Systems 用于指定分布式系统行为的事件/规则框架
Pub Date : 2002-05-20 DOI: 10.1007/3-540-38093-0_4
Javier A. Arroyo-Figueroa, J. Borges, Néstor J. Rodríguez, Amarilis Cuaresma-Zevallos, Edwin Moulier-Santiago, Miguel Rivas-Aviles, Jaime Yeckle-Sanchez
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引用次数: 3
What Analogies Reveal about Word Vectors and their Compositionality 什么类比揭示了词向量和他们的组合性
Pub Date : 1900-01-01 DOI: 10.18653/v1/S17-1001
Gregory P. Finley, Stephanie Farmer, Serguei V. S. Pakhomov
Analogy completion via vector arithmetic has become a common means of demonstrating the compositionality of word embeddings. Previous work have shown that this strategy works more reliably for certain types of analogical word relationships than for others, but these studies have not offered a convincing account for why this is the case. We arrive at such an account through an experiment that targets a wide variety of analogy questions and defines a baseline condition to more accurately measure the efficacy of our system. We find that the most reliably solvable analogy categories involve either 1) the application of a morpheme with clear syntactic effects, 2) male–female alternations, or 3) named entities. These broader types do not pattern cleanly along a syntactic–semantic divide. We suggest instead that their commonality is distributional, in that the difference between the distributions of two words in any given pair encompasses a relatively small number of word types. Our study offers a needed explanation for why analogy tests succeed and fail where they do and provides nuanced insight into the relationship between word distributions and the theoretical linguistic domains of syntax and semantics.
通过向量算法进行类比补全已经成为一种常用的展示词嵌入组合性的方法。先前的研究表明,这种策略在某些类型的类比词关系中比在其他类型的类比词关系中更可靠,但这些研究并没有提供令人信服的解释为什么会出现这种情况。我们通过一项实验得出了这样一个结论,该实验针对各种各样的类比问题,并定义了一个基线条件,以更准确地衡量我们系统的有效性。我们发现最可靠的可解类比类别包括1)具有明确句法效果的语素的应用,2)男女交替,或3)命名实体。这些更广泛的类型并没有清晰地按照语法-语义划分。相反,我们认为它们的共性是分布的,因为在任何给定的对中,两个词的分布之间的差异包含了相对较少的词类型。我们的研究为类比测试成功和失败的原因提供了必要的解释,并为单词分布与语法和语义的理论语言领域之间的关系提供了细致入微的见解。
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引用次数: 23
Domain-Specific New Words Detection in Chinese 汉语特定领域新词检测
Pub Date : 1900-01-01 DOI: 10.18653/v1/S17-1005
Ao Chen, Maosong Sun
With the explosive growth of Internet, more and more domain-specific environments appear, such as forums, blogs, MOOCs and etc. Domain-specific words appear in these areas and always play a critical role in the domain-specific NLP tasks. This paper aims at extracting Chinese domain-specific new words automatically. The extraction of domain-specific new words has two parts including both new words in this domain and the especially important words. In this work, we propose a joint statistical model to perform these two works simultaneously. Compared to traditional new words detection models, our model doesn't need handcraft features which are labor intensive. Experimental results demonstrate that our joint model achieves a better performance compared with the state-of-the-art methods.
随着互联网的爆炸式增长,越来越多的特定领域环境出现,如论坛、博客、mooc等。特定领域词汇出现在这些领域,并且在特定领域的自然语言处理任务中起着至关重要的作用。本文旨在自动提取中文特定领域的新词。特定领域生词的提取分为两个部分,包括该领域的生词和特别重要的生词。在这项工作中,我们提出了一个联合统计模型来同时执行这两项工作。与传统的新词检测模型相比,我们的模型不需要人工密集型的手工特征。实验结果表明,与现有方法相比,我们的联合模型具有更好的性能。
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引用次数: 4
期刊
Joint Conference on Lexical and Computational Semantics
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