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Developing Language-Specific Models Using a Neural Architecture Search

YongSuk Yoo, Kang-moon Park
2021 Applied Sciences  
Furthermore, NAS has generated different models for Korean and English, which have different syntactic operations.  ...  Crucially, the resulting structure of the NAS application shows an unexpected design for human experts.  ...  In order to optimize the initial neural network, we use the number of chromosomes and loss value of generated neural networks as the fitness value and generated neural networks use Korean and English datasets  ... 
doi:10.3390/app112110324 fatcat:q5gdfjd2tfeaxncsqmq6gtlnh4

Recursive neural network based word topology model for hierarchical phrase-based speech translation

Shixiang Lu, Wei Wei, Xiaoyin Fu, Bo Xu
2014 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  
Recursive word topology structure is commonly found in natural language sentences, and discovering this structure can help us to not only identify the units that a sentence contains but also how they interact  ...  In this paper, we explore a novel recursive neural network (RNN) based word topology model (WordTM) for hierarchical phrase-based (HPB) speech translation, which captures the topological structure of the  ...  Although the correct and incorrect derivations can be generated from the hierarchical rules, their topological structures of the words are quite different on the source side, and the word topology structure  ... 
doi:10.1109/icassp.2014.6855133 dblp:conf/icassp/LuWFX14 fatcat:cl6prm673bffvfcips3im72eqy

Evolutionary Neural Architecture Search (NAS) Using Chromosome Non-Disjunction for Korean Grammaticality Tasks

Kang-moon Park, Donghoon Shin, Yongsuk Yoo
2020 Applied Sciences  
Interestingly, NAS has suggested an unprecedented structure that would not be designed manually. Research on the final topology of the architecture is the topic of our future research.  ...  Since the word order of a language is the final result of complex syntactic operations, a successful neural architecture search in linguistic data suggests that NAS can automate language model designing  ...  The characteristics of the EA methodology is that it generates the topology of neural network architecture with its evolving processes.  ... 
doi:10.3390/app10103457 fatcat:ueclrx3ovrgg7e355muiiiah2i

Stormgen - A Domain specific language to create ad-hoc Storm Topologies

K Chandrasekaran, Siddharth Santurkar, Abhishek Arora
2014 Proceedings of the 2014 Federated Conference on Computer Science and Information Systems  
Storm does this with the help of Topologies, and the constituents of the Topology are developed using General-purpose Programming Languages (GPL).  ...  The parser and code generator for Stormgen's syntax are developed using the Eclipse Modelling Framework.  ...  Storm [3] can be used for real-time processing of data for a wide set of data processing use cases, some of which are listed below: 1) Stream processing, which includes processing of messages, updating  ... 
doi:10.15439/2014f278 dblp:conf/fedcsis/ChandrasekaranSA14 fatcat:qrvalfjo5vgk3dexzgnxafvzua

RStorm: Developing and Testing Streaming Algorithms in R

Maurits Kaptein
2014 The R Journal  
Streaming data, consisting of indefinitely evolving sequences, are becoming ubiquitous in many branches of science and in various applications.  ...  Computer scientists have developed streaming applications such as Storm and the S4 distributed stream computing platform 1 to deal with data streams.  ...  The topology depicted in Figure 1 contains the core elements needed to understand the functioning of RStorm for a general streaming process.  ... 
doi:10.32614/rj-2014-012 fatcat:7av6inh3yngl5nfaxyrhazyokq

A Simplified Topological Representation of Text for Local and Global Context

Ishrat Rahman Sami, Katayoun Farrahi
2017 Proceedings of the 2017 ACM on Multimedia Conference - MM '17  
Topological data analysis (TDA) is a branch of mathematics that analyzes the shape of high-dimensional data sets using geometry and algebra.  ...  Traditionally, TDA is quadratic in complexity and not commonly used for natural language processing.  ...  ABSTRACT Topological data analysis (TDA) is a branch of mathematics that analyzes the shape of high-dimensional data sets using geometry and algebra.  ... 
doi:10.1145/3123266.3123330 dblp:conf/mm/SamiF17 fatcat:s2gnxltwqnepzn66nihgikgjlq


Muhammed ÇINAKLI, Merve ARTA, Melike DEMİRDAĞ, Ahmet Çağdaş SEÇKİN
2021 Uluslararası Yönetim Bilişim Sistemleri ve Bilgisayar Bilimleri Dergisi  
a natural language processing based Virtual Assistant was created to query the data.  ...  In this paper, an industrial database was created, a wireless sensor network was set up using ZigBee protocol for data collection, the collection of data in the database was done quickly and cheaply, and  ...  Generally, we use star topology with Wi-Fi based IoT devices while in ZigBee star, tree and mesh network topologies are used.  ... 
doi:10.33461/uybisbbd.952310 fatcat:rapdzqjs7bbrrcrjbjye7guici

Redblock: a tool for online deduplication on large datasets

Luan Félix Pimentel, Igor Lemos Vicente, Guilherme Dal Bianco
2017 Revista Brasileira de Computação Aplicada  
The purpose of this paper is to introduce a developed tool entitled Redblock, for real-time data deduplication, using a distributed platform for online processing combined with an Inverted Index.  ...  It must be able to process a range of information with high effectiveness and no delays.  ...  And, finally, the Applied Computing Brazilian Journal (RBCA), for the publication opportunity.  ... 
doi:10.5335/rbca.v9i2.7143 fatcat:msetxvlypfhhph2lwwkqp6oo5y

Syntactic Characteristics and a Smart Construction Mechanism for Thematic Map Symbols

Fei ZHAO,Qingyun DU,Fu REN,Guizhi WANG
2019 Journal of Geodesy and Geoinformation Science  
The construction of thematic map symbols is a very complex and intellectually demanding process, but thematic symbols can be automatically generated and easily shared on the web using the syntactic structure  ...  In this paper, the symbol types, inner structure, and design pattern are discussed.  ...  These primitives generally employ radius as data direction and use other properties as the construction direction.  ... 
doi:10.11947/j.jggs.2019.0105 doaj:500917af2ee34e3a84b77e0d19513e53 fatcat:hcpcica3ezbcpezpoau3i2w66a

Processing Use Case Scenarios and Text in a Formal Style as Inputs for TFM-based Transformations

Erika Nazaruka
2020 Baltic Journal of Modern Computing  
The theoretical results illustrate that use case specifications may have more structured and less structured formats.  ...  schemes (e.g., use case models, business process models in different notations such as BPMN (Business Process Model and Notation), structural models in different notation such as Entity-Relationship diagrams  ...  Requirements to the sub-system's processes and data are presented in a form of structured text such as requirements specifications, use case scenarios, user stories and features.  ... 
doi:10.22364/bjmc.2020.8.1.03 fatcat:hkjetiecmvfxrajux76f7ixt44

Page 1016 of Linguistics and Language Behavior Abstracts: LLBA Vol. 27, Issue 2 [page]

1993 Linguistics and Language Behavior Abstracts: LLBA  
, auxiliary /modifying/infinitive/serial; 9303556 Generative Grammar automated natural language processing, generative grammar use, G.  ...  tion/representation process, generation module; 9304186 word structure theory development, full generative language descrip- tion relation; 9303747 word-formation theory development, 1960-1990, R.  ... 

A divide-and-conquer strategy for shallow parsing of German free texts

Günter Neumann, Christian Braun, Jakub Piskorski
2000 Proceedings of the sixth conference on Applied natural language processing -  
In a first phase only the topological structure of a sentence (i.e., verb groups, subclauses) are determined.  ...  The whole approach proved to be very useful for processing of free word order languages like German.  ...  Many thanks to Thierry Declerck and Milena Valkova for their support during the evaluation of the system.  ... 
doi:10.3115/974147.974180 dblp:conf/anlp/NeumannBP00 fatcat:gj55n4bbofakbn2cewvwcqqkk4

Page 107 of Linguistics and Language Behavior Abstracts: LLBA Vol. 26, Issue 2 [page]

1992 Linguistics and Language Behavior Abstracts: LLBA  
; 9203421 syllable structure, Wenicke’s aphasia, prosodic-morphosyntactic neolo- gism structures interaction; empirical data; 9204779 syntactic complexity effects, older adults’ sentence comprehension;  ...  characterization, quotient topology laws inter- pretation, dimension/level distinction; 9203400 verb argument structure acquisition, novel verb object encoding, lexi- cal semantics role; experiments;  ... 

Legal Judgment Prediction Based on Multiclass Information Fusion

Kongfan Zhu, Rundong Guo, Weifeng Hu, Zeqiang Li, Yujun Li, Shirui Pan
2020 Complexity  
We propose a Transformer-Hierarchical-Attention-Multi-Extra (THME) Network to make full use of the information based on the fact determination.  ...  However, most existing works take the fact description as the sole input for LJP and ignore the external information.  ...  into the discrete data encoder and continuous data encoder, respectively. e outputs of these two encoders are combined to generate the structured data vector T m ′ .  ... 
doi:10.1155/2020/3089189 fatcat:b5wl5s3t4ff2pc3rbtawxb2pw4

Distributed active objects: A methodological proposal and tool for distributed programming with transputer systems

M. Capel, J.M. Troya, A. Palma
1993 Microprocessing and Microprogramming  
In the SPMD scheme, global data could appear and should be distributed. The encapsulation of these data and Ihcir operations is achieved by defining global ADTs in lhe distributed applications.  ...  This interaction defines a client-server relationship between each application-process and its ODA-replica. The methods invoked in this way by the application process are named server methods.  ...  logical communication structure of a data domain[61.  ... 
doi:10.1016/0165-6074(93)90144-a fatcat:47o5sf5j5fesnjtzinm5d4xcla
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