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A Machine-Translation Method for Normalization of SMS [chapter]

Darnes Vilariño, David Pinto, Beatriz Beltrán, Saul León, Esteban Castillo, Mireya Tovar
2012 Lecture Notes in Computer Science  
For this purpose, we use a statistical bilingual dictionary calculated on the basis of the IBM-4 model for determining the best translation for a given SMS term.  ...  Our approach proposes to normalize SMS texts employing machine translation techniques.  ...  Normalization of SMS We are proposing a SMS normalization approach for being applied in the framework of the SMS-based FAQ retrieval task (monolingual, crosslingual and multilingual).  ... 
doi:10.1007/978-3-642-31149-9_30 fatcat:sm5dy7p3wzgqdozuvvl5oycj7u

SMSFR: SMS-Based FAQ Retrieval System [chapter]

Partha Pakray, Santanu Pal, Soujanya Poria, Sivaji Bandyopadhyay, Alexander Gelbukh
2013 Lecture Notes in Computer Science  
We first checked the SMS using the Bing spell-checker. Then we used the unigram matching, bigram matching, and 1-skip bigram matching modules for monolingual FAQ retrieval.  ...  For cross-lingual system, we used the following three modules: an SMS-to-English query translation system, an English-to-Hindi translation system, and cross-lingual FAQ retrieval.  ...  Figure 2 : 2 Cross-lingual FAQ retrieval system Architecture. Table 1 . 1 Dataset statistics for the SMS-based FAQ retrieval task.  ... 
doi:10.1007/978-3-642-37798-3_4 fatcat:efdvvbi3rzeoleise3qn6grau4

Rule Based Automatic Generation of Query Terms for SMS Based Retrieval Systems

Aarti Kumar, Sujoy Das
2014 International Journal of Computer Applications Technology and Research  
This paper presents an overview of how strings sent through SMS can be processed in the simplest possible way and how they can be then used for matching best possible word from a standardized collection  ...  having limited space and of users' varying moods or limited capacity and knowledge, makes it difficult to comprehend what the user is actually seeking when it comes to processing strings sent through SMS  ...  The combined results of three different retrieval mechanisms are then used to retrieve a ranked list of FAQ results from the normalized queries.  ... 
doi:10.7753/ijcatr0311.1012 fatcat:spnzgsotmjfsloar4bmfqvwhfq

The Soundex Phonetic Algorithm Revisited for SMS Text Representation [chapter]

David Pinto, Darnes Vilariño, Yuridiana Alemán, Helena Gómez, Nahun Loya, Héctor Jiménez-Salazar
2012 Lecture Notes in Computer Science  
Hence the great importance of analyzing representation and normalization techniques for this kind of texts.  ...  In this paper we show an adaptation of the Soundex phonetic algorithm for representing SMS texts.  ...  The second corpus used in this experiment was the corpus of the SMS-based FAQ Retrieval task of the FIRE 2011 competition (Forum for Information Retrieval Evaluation) 4 .  ... 
doi:10.1007/978-3-642-32790-2_5 fatcat:t6qpauxulrekvaq4sekw6lw6oa

Performance Evaluation Techniques for an Automatic Question Answering System

Tilani Gunawardena, Nishara Pathirana, Medhavi Lokuhetti, Roshan Ragel, Sampath Deegalla
2015 International Journal of Machine Learning and Computing  
for providing financial support for the project.  ...  ACKNOWLEDGMENT The authors would like to thank all the academic staff, non-academic staff of faculty of Engineering, University of Peradeniya for their generous support and Department of Computer Engineering  ...  Fig. 5 . 5 Accuracy of FAQs for random classification; 50 questions. Fig. 6 . 6 Accuracy of FAQs for random classification; 50 questions.  ... 
doi:10.7763/ijmlc.2015.v5.523 fatcat:gwnitlpr4ncpbp6gv52l5z7pri

Using Lucene for Developing a Question-Answering Agent in Portuguese

Hugo Gonçalo Oliveira, Ricardo Filipe, Ricardo Rodrigues, Ana Alves, Michael Wagner
2019 Symposium on Languages, Applications and Technologies  
Given the limitations of available platforms for creating conversational agents, and that a questionanswering agent suffices in many scenarios, we take advantage of the Information Retrieval library Lucene  ...  for developing such an agent for Portuguese.  ...  In fact, QA systems have exploited FAQs on the web for open-domain QA [11] ; in the last decade, there has been interest on SMS-based interfaces for FAQs [13] ; and there has also been a shared task  ... 
doi:10.4230/oasics.slate.2019.2 dblp:conf/slate/OliveiraFRA19 fatcat:w4fe6ks5t5fwxfpr7bhalevwzm

A Multi-Agent Based Approach to Short Message Service (SMS) Normalization System

Olusola Adesina
2018 Journal of Review and Research in Sciences  
The proposed application, Web Information Retrieval System Architecture Based on SMS (WIRSABoSMS), normalizes SMS language to retain its original syntactic structure.  ...  This architecture was designed based on web information retrieval system (IRS) in order to achieve SMS normalization. BLEU (bilingual evaluation understudy) was used to evaluate the quality of text.  ...  Folorunso for his suggestions and fruitful discussions.  ... 
doi:10.36108/jrrslasu/8102/50(0161) fatcat:miqx5hjrw5e7dhpdudaebl5cei

Rule Based Approach for Word Normalization in Transliterated Search Queries

Varsha M Pathak, Manish R Joshi
2020 International Journal of Linguistics and Computational Applications(IJLCA)  
These rules are identified by collecting SMS queries from users for a given set of known queries in Marathi (Devnagari).  ...  SMS based Information Systems is the need of the age. Most of the present SMS based information systems send one way SMS based informative text messages generated from respective knowledge systems.  ...  In respective published work on SMS based FAQ systems, the researchers apply new concepts like SMS query term normalization which is relevant to the language models.  ... 
doi:10.30726/ijlca/v7.i2.2020.72002 fatcat:atx3tqbznrf27lv37ku7duok3u

Implementing Conversational AI in Libraries: A Practical Approach

Subhajit Panda, Rupak Chakravarty
2021 Zenodo  
The outbreak of the present pandemic Coronavirus (official designation COVID-19 or 2019-nCov) forced us to adopt "new normal" and give a greater use and reliance on virtual space than ever before with  ...  Social Distancing is one of the most crucial aspect of thisnew normal.  ...  Libraries can adopt conversational AI platforms to boost their existing relationship with their patrons in the new normal era.  ... 
doi:10.5281/zenodo.4751039 fatcat:gmkalglltze3xn3c3bkhxubnku

Developing Amaia: A Conversational Agent for Helping Portuguese Entrepreneurs—An Extensive Exploration of Question-Matching Approaches for Portuguese

José Santos, Luís Duarte, João Ferreira, Ana Alves, Hugo Gonçalo Oliveira
2020 Information  
After introducing the domain corpus used as Amaia's Knowledge Base (KB), we make an extensive comparison of approaches for automatically matching user requests with Frequently Asked Questions (FAQs) in  ...  the KB, covering Information Retrieval (IR), approaches based on static and contextual word embeddings, and a model of Semantic Textual Similarity (STS) trained for Portuguese, which achieved the best  ...  for the manual creation of the VIN FAQ variations.  ... 
doi:10.3390/info11090428 fatcat:rlxhgfhhtrfbhpsez5nlb3jray

Public Employment and Management as per Ministerial Education, Economy and Natural Protection according to Armenian Composite Supportive Progress (ACASP)

Azniv F. Petrosyan
2016 Journal of Public Management Research  
Due to normal probability distribution implementation, a Synthetic Measure (SM) or variation of Decision Making (DM) concept is applied by Balcerzak (2015) as per Utility function (U i ) with its equally  ...  Employment (ACASP)-Yerevan Marz Data Sets Retrievals The methodology of data sets retrieval for State Employment Agency (SEA) guides to the following results of the first (1 st ) and the second (2 nd  ... 
doi:10.5296/jpmr.v2i2.9545 fatcat:6hhlgqjmhvc67ejn66gol4riwe

A survey of SMS based Information Systems [article]

Manish R. Joshi, Varsha M. Pathak
2015 arXiv   pre-print
Several applications such as SMS based information access using database management services, SMS based information retrieval through internet (search engine), SMS based information extraction, question  ...  answering, image retrieval etc. have been emerged.  ...  It uses the IR database FAQ data set of FIRE 2011 conference for the ecperiments.  ... 
arXiv:1505.06537v1 fatcat:54nhx3nnhzgyld6k7rh66dysgy

A Rule-Based Short Query Intent Identification System [article]

Arijit De, Sunil Kumar Kopparapu
2015 arXiv   pre-print
Using SMS (Short Message System), cell phones can be used to query for information about various topics.  ...  In an SMS based search system, one of the key problems is to identify a domain (broad topic) associated with the user query; so that a more comprehensive search can be carried out by the domain specific  ...  Suktarachan [12] proposes such a system for answering questions of farmers while [9] proposes for FAQ and [8] for yellow pages query.  ... 
arXiv:1503.07284v1 fatcat:w6cgqm7h2vdrlidjuuntmy6gxu

Cloud Computing Featuring Ontology

Arun Arunachalam
2012 IOSR Journal of Engineering  
Mobile handheld devices, which have been highly adopted by large user groups, especially in the form of mobile phones, constitute an interesting platform for cloud computing.  ...  They consume resources as a service and pay only for resources that they use. In this case user is only charged as per the messaging scheme he is using. User can access this service anywhere anytime.  ...  give more details like the FAQ(frequently asked queries ).And thn the server will send the answer to the sms gateway which will thn send it to the desired user who has the query.  ... 
doi:10.9790/3021-0202280283 fatcat:6c7wpseeunbr7eje65rqnaz4jy

A text based drug query system for mobile phones

Akhil Langer, Rohit Banga, Ankush Mittal, L.V. Subramaniam, Parikshit Sondhi
2014 International Journal of Mobile Communications  
We present the design of a drug QA system that could be used for providing information about medicines over short message service (SMS).  ...  Either developing a database having detailed description can be done or searching the online drug reference sources for matching FAQs can be done to retrieve specific information.  ...  The formula for the output of a linear SVM is . u b = − w x where, w is the normal vector to the hyperplane and x is the input vector. The separating hyperplane is the plane u = 0.  ... 
doi:10.1504/ijmc.2014.063656 fatcat:5nhj3ea3xza7bhnh6g4gnsdobm
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