Aspect-level Sentiment Analysis Integrating Syntactic Distance and Aspect-attention [PDF]
Jisuanji kexue, 2023 Currently,the over-smoothing problem arises from deep convolution in syntactic dependency tree-based graph convolutional networks.This problem prevents the convolutional graph network from extracting the global node information of the syntactic ...
ZHANG Longji, ZHAO Hui
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A Measure of Aggregate Syntactic Distance [PDF]
Proceedings of the Workshop on Linguistic Distances - LD '06, 2006 We compare vectors containing counts of trigrams of part-of-speech (POS) tags in order to obtain an aggregate measure of syntax difference. Since lexical syntactic categories reflect more abstract syntax as well, we argue that this procedure reflects more than just the basic syntactic categories.
Nerbonne, J., Wiersema, 28122
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The distribution of syntactic dependency distances [PDF]
GlottometricsThe syntactic structure of a sentence can be represented as a graph, where vertices are words and edges indicate syntactic dependencies between them. In this setting, the distance between two linked words is defined as the difference between their positions.
Sonia Petrini, Ramon Ferrer-i-Cancho
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Relationship extraction between entities with long distance dependencies and noise based on semantic and syntactic features [PDF]
Scientific ReportsRelation extraction plays a crucial role in tasks such as text processing and knowledge graph construction. However, existing extraction algorithms struggle to maintain accuracy when dealing with long-distance dependencies between entities and noise ...
Lei Wang +5 more
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A dependency distance approach to the syntactic complexity variation in the connected speech of Alzheimer’s disease [PDF]
Humanities & Social Sciences CommunicationsPrevious research on the syntax complexity variation in individuals with Alzheimer’s disease primarily focuses on isolated language features like sentence length or syntactic structure, with limited exploration of their connection to memory and cognitive
Nan Gao, Qingshun He
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Optimality of syntactic dependency distances [PDF]
Physical Review E, 2022 It is often stated that human languages, as other biological systems, are shaped by cost-cutting pressures but, to what extent? Attempts to quantify the degree of optimality of languages by means of an optimality score have been scarce and focused mostly on English.
Ferrer-i-Cancho, Ramon +3 more
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Aspect-Level Sentiment Analysis for Multi-Information Learning by Fusing Syntax Trees [PDF]
Jisuanji gongcheng, 2023 In recent years, aspect-level sentiment analysis has mostly focused on mining semantic or syntactic information, without establishing an association between the two.
Wenhao ZHANG, Liefa LIAO, Ruxia WANG
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Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach [PDF]
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020 ACL20
Wenyu Du +5 more
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Low Saxon dialect distances at the orthographic and syntactic level
Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change, 2022 We compare five Low Saxon dialects from the 19th and 21st century from Germany and the Netherlands with each other as well as with modern Standard Dutch and Standard German. Our comparison is based on character n-grams on the one hand and PoS n-grams on the other and we show that these two lead to different distances.
Janine Siewert +2 more
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How Can Syntactic Priming Studies Contribute to the Second Language Acquisition Theory? [PDF]
, 2020 This literature review investigates how syntactic priming studies contribute to the field of second language acquisition. It revealed three major findings.
中山, 誠一, 4684
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