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Exploring interoperability of language resources: the case of cross-lingual semi-automatic enrichment of wordnets

Claudia Soria, Monica Monachini, Francesca Bertagna, Nicoletta Calzolari, Chu-Ren Huang, Shu-Kai Hsieh, Andrea Marchetti, Maurizio Tesconi
2009 Language Resources and Evaluation  
In this paper we present an application fostering the integration and interoperability of computational lexicons, focusing on the particular case of mutual linking and cross-lingual enrichment of two wordnets  ...  , the ItalWordNet and Sinica BOW lexicons.  ...  In particular, our work can be proposed as a prototype of a web application that would support the Global WordNet Grid initiative ( grid.htm).  ... 
doi:10.1007/s10579-009-9082-3 fatcat:q3p7l43jq5bj3d3xq3fzq4ysdm

Multi-Sense Language Modelling [article]

Andrea Lekkas, Peter Schneider-Kamp, Isabelle Augenstein
2021 arXiv   pre-print
Currently, none of the common language modelling architectures explicitly model polysemy. We propose a language model which not only predicts the next word, but also its sense in context.  ...  We argue that this higher prediction granularity may be useful for end tasks such as assistive writing, and allow for more a precise linking of language models with knowledge bases.  ...  The graph object is created with PyTorch-Geometric (Fey and Lenssen, 2019); before training, it holds the initial values for the sense and global nodes.  ... 
arXiv:2012.05776v2 fatcat:egh76uaeqrdb3kflrfisfn6x7q

MIRA: Multilingual Information Processing on Relational Architecture [chapter]

A. Kumaran
2004 Lecture Notes in Computer Science  
We propose a new flexible architecture -Multilingual Information processing on Relational Architecture (MIRA) -that supports the multilingual processing functionality of the primary storage mechanism for  ...  Our proposed architecture is based on standards and hence amenable for easy implementation in any type of query processing and information retrieval systems.  ...  In addition to English WordNet, there are several initiatives such as Euro-WordNet and Indo-WordNet around the world [6] , to interlink concepts of WordNets in different languages.  ... 
doi:10.1007/978-3-540-30192-9_2 fatcat:6cs2sh6flnb7tkbaxspwj633vy

Proposed Approach to Build Semantic Learner Model in Adaptive E-Learning

Khaled M.Fouad
2012 International Journal of Computer Applications  
Term definitions and relations are used, provided by WordNet ontology, to perform domain-specific concepts as category labels for the semantic learner models.  ...  The system controls the process of collecting data about the learner, the process of acquiring the learner profile and during the adaptation process.  ...  Global It indicates how the learner progresses toward understanding.  ... 
doi:10.5120/9377-3859 fatcat:munthed3jfdkfjzlth2dafmeou

On the Effective Use of Pretraining for Natural Language Inference [article]

Ignacio Cases, Minh-Thang Luong, Christopher Potts
2017 arXiv   pre-print
We also explore two principled approaches to initializing the rest of the model parameters, Gaussian and orthogonal, showing that the latter yields gains of up to 2.9% in the NLI task.  ...  Further experiments on more controlled data sets shed light on the contexts for which retrofitted embeddings can be useful.  ...  Le and Sam Bowman for their valuable comments and advice. This research was supported in part by NSF BCS-1456077 and the Stanford Data Science Initiative.  ... 
arXiv:1710.02076v1 fatcat:7gc6hp73jva4zhd3vbmgocv2wm

Design of Building Automatic Global Concept Indexer for Ontology Alignment

Ranjna Jain, Neelam Duhan, Sharma A.K
2017 International Journal of Engineering and Technology  
INTRODUCTION Despite of the huge development in the techniques and tools for making current web more expressive, it is merely an information-publishing medium directed towards human consumption.  ...  Ontology merging process collects the ontologies of the same domain, unifies their entities (class, property) and forms a global ontology.  ...  The design architecture of building global concept indexer is shown in Fig. 1 .  ... 
doi:10.21817/ijet/2017/v9i3/170903503 fatcat:26ix3mdtirek5e4nnevklnqk4q

Towards Integration of Geographic Information Systems

Agustina Buccella, Alejandra Cechich
2007 Electronical Notes in Theoretical Computer Science  
Then, the need of sharing information from different sources is an obvious consequence from such proliferation of systems. Unfortunately, integrating geographic information is not a trivial issue.  ...  In order to alleviate some problems, we introduce an integration process based on two main sets of tasks -non-logic and logic.  ...  It is based on the American wordnet for English (WordNet [29] ).  ... 
doi:10.1016/j.entcs.2006.08.023 fatcat:mtmmxxawirf3hhildu74gcj4cm

Similarity Detection Using Latent Semantic Analysis Algorithm

Priyanka R. Patil, Shital A. Patil
2018 International Journal of Emerging Research in Management and Technology  
For different subjective views, causing possible misinterpretations. An urgent need for an effective and feasible approach to check the submitted research papers with support of automated software.  ...  Similarity View is an application for visually comparing and exploring multiple models of text and collection of document.  ...  Mining is the way toward inferring for designs with in an organized or unstructured information.  ... 
doi:10.23956/ijermt.v6i8.124 fatcat:ibyu5ggdujebhkudkc7iwyw42a

SDF: psychological Stress Detection Framework from Microblogs using Pre-defined rules and Ontologies

Mohammed Mahmood Ali, Mohd Tajuddin
2018 International Journal of Intelligent Systems and Applications in Engineering  
To overcome these problems, the immense necessity is to ignore those unwanted microblogs in SNS, which is uncontrollable by humans due to addiction towards social media.  ...  The experimental results obtained will aid to take precise decision for blocking/eradicating/ segregating stress related microblogs from Social media (especially SNS).  ...  This algorithm starts with an initial topic as the root node and look for the top n most similar topics according to (dis)similarity measures.  ... 
doi:10.18201/ijisae.2018642080 fatcat:rpub63racjhg7j7r3sgzfldoiq

Towards Ontology Matching Based System Through Terminological, Structural and Semantic Level

Aroua Essayeh, Mourad Abed
2015 Procedia Computer Science  
Ontology is a new paradigm introduced with the semantic web to describe in an explicit and formal way the various aspects of knowledge of a specific field.  ...  For this purpose, a single ontology may not be comprehensive to represent all due to the lack of a common and shared ontology between communities.  ...  Fig. 1 . 1 Global architecture of the matching system SIMTSS .  ... 
doi:10.1016/j.procs.2015.08.154 fatcat:dvkmyixuzfhspmteuupsyouhpu

English-Marathi Cross Language Information Retrieval System

Kalyani Lokhande, Dhanashree Tayade
2017 International Journal of Advanced Research in Computer Science and Software Engineering  
The proposed system retrieves Marathi documents depending on matching terms in query. The performance of the proposed system is improved by query pre-processing and query expansion using WordNet.  ...  Various researchers worked on Cross Language Information Retrieval systems for Indian languages using different translation approaches.  ...  I acknowledge all the staff members of the department of Computer Engineering, SSBT's College of Engineering & Technology for their help and suggestions during various phases of this project work.  ... 
doi:10.23956/ijarcsse.v7i8.34 fatcat:bum72hygtfdvxb5ywdj6ekpvc4

Towards ontology-driven interoperability for simulation-based applications

Perakath Benjamin, Kumar Akella
2009 Proceedings of the 2009 Winter Simulation Conference (WSC)  
This paper describes an ontology-driven approach for the design and execution of interoperable simulation applications.  ...  The premise of the research described in this paper is that ontologies provide the foundation for determining semantic interoperability and information exchange requirements.  ...  This work summarizes alternative strategies for ontology integration, including the following: (i) conforming to a single global ontology; (ii) manual ad-hoc mappings by codifying the rules for mapping  ... 
doi:10.1109/wsc.2009.5429286 dblp:conf/wsc/BenjaminA09 fatcat:hi4gy4anlfenxgrz73irdgzz7i

The Impact of Sentiment Features on the Sentiment Polarity Classification in Persian Reviews

Ehsan Asgarian, Mohsen Kahani, Shahla Sharifi
2017 Cognitive Computation  
For this purpose, a comprehensive Persian WordNet (FerdowsNet), with high recall and proper precision (based on Princeton WordNet), was developed.  ...  Then, by employing various wellknown feature selection approaches and state-of-the art machine learning methods, a sentiment classification for Persian text reviews was carried out.  ...  Persian WordNet Princeton WordNet (PWN) is an electronic lexical database for the English language.  ... 
doi:10.1007/s12559-017-9513-1 fatcat:ps37e3ln5zcnpdxkq7p7yfhrca

Semantic similarity methods in wordNet and their application to information retrieval on the web

Giannis Varelas, Epimenidis Voutsakis, Paraskevi Raftopoulou, Euripides G.M. Petrakis, Evangelos E. Milios
2005 Proceedings of the seventh ACM international workshop on Web information and data management - WIDM '05  
Some of the most popular semantic similarity methods are implemented and evaluated using WordNet as the underlying reference ontology.  ...  We investigate approaches to computing semantic similarity by mapping terms (concepts) to an ontology and by examining their relationships in that ontology.  ...  Fig. 2 illustrates the architecture of this system. The system communicates with WordNet 2.0.  ... 
doi:10.1145/1097047.1097051 dblp:conf/widm/VarelasVRPM05 fatcat:my2p752uxrg2vgyqxwesjw3dea

A fuzzy based approach for wordsense disambiguation using morphological transformation and domain link knowledge

F. Farooghian, M. Oussalah, E. Gilian
2018 Data Science and Knowledge Engineering for Sensing Decision Support  
The latter are derived from standard Lesk algorithm, its WorldNet extension and new interpretations of the set-intersection that accounts for various WordNet domain knowledge and partof-speech conversion  ...  The fuzzy preference model imitates the fuzzy Borda voting scheme.  ...  Acknowledgment This work is (partially) funded by the Marie Skłodowska-Curie Actions (645706-GRAGE)  ... 
doi:10.1142/9789813273238_0079 fatcat:hxih6gpimbbwznyifr4dupic3u
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