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Automatic Classification of Bengali Sentences Based on Sense Definitions Present in Bengali Wordnet

Alok Ranjan Pal, Diganta Saha, Niladri Sekhar Dash
2015 International Journal of Control Theory and Computer Modeling  
Based on the sense definition of words available in the Bengali WordNet, an attempt is made to classify the Bengali sentences automatically into different groups in accordance with their underlying senses  ...  In our experiment we have achieved around 84% accurate result on the sense classification over the total input sentences.  ...  Apart from the category for each sense, the following set of information for a Bengali word is presented in the WordNet: At present the Bengali WordNet contains 36534 words covering all major lexical categories  ... 
doi:10.5121/ijctcm.2015.5101 fatcat:qy67adcpzneehl2czjewqsre2a

Word Sense Disambiguation in Bengali language using unsupervised methodology with modifications

Alok Ranjan Pal, Diganta Saha
2019 Sadhana (Bangalore)  
knowledge base (i.e., the Bengali WordNet) used in the work is developed at the Indian Statistical Institute, Kolkata, under the Indradhanush Project of the DeitY, Government of India.  ...  using Bengali WordNet coupled with PCA, which produces 61% accuracy in WSD task.  ...  Table 3 . 3 Sense definitions of a sample word from the existing Bengali WordNet. Table 4 . 4 WSD result using Context Expansion and PCA. Table 5 . 5 Unknown sense definitions in Bengali WordNet.  ... 
doi:10.1007/s12046-019-1149-2 fatcat:mz6gcbrjsfghjddmqnztkggdae

Enhancing the Performance of Semantic Search in Bengali using Neural Net and other Classification Techniques

2020 International Journal of Engineering and Advanced Technology  
To know the information from the internet searching is one of the most important part for any user. In case of 'Syntactic Search' keyword based matching technique is used.  ...  The execution of semantic search faces challenge due to unavailability of resources like WordNet, Ontology, Annotation etc.  ...  He has also made available the corpus which is a product of TDIL project of Govt. of India. We would like to acknowledge the use of Shallow Parser which has been used for POS Tagging.  ... 
doi:10.35940/ijeat.b3566.029320 fatcat:hn455gvovrchhclo7s3nxzflne

Exploring the Partial Textual Entailment Problem for Bengali News Texts

Amitava Das, Dwijen Rudra Pal
2014 Research in Computing Science  
We have developed corpus and finally proposed baseline architecture for automatic identification of partial textual entailment. This work is on Bengali news texts.  ...  In these cases we are left with no sense of how close (T, H) were to entailment. In various applications of entailment, major attention has given on strict entailment only.  ...  There is no WordNet (Bengali) available publicly so we are unable to use that feature.  ... 
doi:10.13053/rcs-86-1-3 fatcat:vbulunmamvea3hkijfj42v5ahy

Staged Approach for Grammatical Gender Identification of Nouns using Association Rule Mining and Classification

Shilpa Desai, Jyoti Pawar, Pushpak Bhattacharyya
2015 Research in Computing Science  
Classification is used at the second stage to identify grammatical gender for nouns that are not covered by grammatical gender identification rules obtained in stage one.  ...  The approach was tested on Konkani nouns extracted from the Konkani WordNet and an F-Score 0.84 was obtained.  ...  Kiran Budkuley, Dean Faculty of Language and Litterature, Goa University for her encouragement and all the support  ... 
doi:10.13053/rcs-90-1-28 fatcat:3dowsrmk4vh4tn7bzwo5yhqo6u

Word Sense Disambiguation: A Survey

Alok Ranjan Pal, Diganta Saha
2015 International Journal of Control Theory and Computer Modeling  
In this paper, we made a survey on Word Sense Disambiguation (WSD). Near about in all major languages around the world, research in WSD has been conducted upto different extents.  ...  languages and finally a survey in Bengali language.  ...  In 1986, Lesk proposed his algorithm based on overlaps between the glosses (Dictionary definitions) of the words in a sentence.  ... 
doi:10.5121/ijctcm.2015.5301 fatcat:hqv2zapcenho5cejo5qmb5o4km

Multilingual Multiword Expressions [article]

Lahari Poddar
2016 arXiv   pre-print
To automatically extract multiword expressions from a corpus, an extraction pipeline have been constructed which consist of a combination of rule based and statistical approaches.  ...  In order to detect partial reduplication we make use of Wordnet as a lexical database as well as a tool for lemmatising.  ...  If the word is present in Wordnet, a complete match of it will be found in trie and the page automatically redirects to show its synsets.  ... 
arXiv:1612.00246v1 fatcat:4rs33ntycnadvnn6e3atd3ixra

Word Sense Disambiguation in Hindi Language Using Score Based Modified Lesk Algorithm

Praffullit Tripathi, Prasenjit Mukherjee, Manik Hendre, Manish Godse, Baisakhi Chakraborty
2021 International Journal of Computing and Digital Systems  
Word Sense This WSD system is based on Bengali The Score and Combination [32] Disambiguation of words.  ...  Even deep learning based algorithm may be used in future to identify the correct sense of an ambiguous word in Hindi sentences.  ... 
doi:10.12785/ijcds/100185 fatcat:35aaf3v2wnggrnfb6st2goesa4

Natural Language Chhattisgarhi: A Literature Survey

Rijuka Pathak, Somesh Dewangan
2014 International Journal of Engineering Trends and Technoloy  
There are different types POS tagger are exist, are based on probabilistic approach and some based on morphological approaches.  ...  Part-of-speech tagging is the process of assigning a part-of-speech like noun, verb, pronoun, preposition, adverb, adjective or other lexical class marker to each word in a sentence.  ...  Sense's definitions of the specific word, "Synset" definitions, the "Hypernymy" relation, and definitions of the context features (words in the same sentence) are retrieved from the WordNet database and  ... 
doi:10.14445/22315381/ijett-v12p220 fatcat:teaehvmhavetjb4odoaq7ywwv4

Sentiment analysis

Amitava Das, Sivaji Bandyopadhyay, Björn Gambäck
2012 Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics - WIMS '12  
The visualization system facilitates users to generate sentiment tracking with textual summary and sentiment polarity wise graph based on any dimension or combination of dimensions as they want i.e.  ...  An end user might desire an automated at-a-glance presentation of the main points made in a single review or how opinion changes time to time over multiple documents.  ...  Ku et al., [5] present techniques for automatic opinion summarization based on topic detection.  ... 
doi:10.1145/2254129.2254173 dblp:conf/wims/DasBG12 fatcat:hab636zklvgavlvz67qpepkutq

Tracking Emotions of Bloggers - A Case Study for Bengali

Dipankar Das, Sivaji Bandyopadhyay
2012 POLIBITS Research Journal on Computer Science and Computer Engineering With Applications  
The nodes are arranged in each RIC based on the ascending order of the associated timestamps.  ...  The present paper describes the identification and tracking of bloggers' emotions with respect to time from the structured Bengali blog documents.  ...  " funded by Department of Science and Technology (DST), Government of India.  ... 
doi:10.17562/pb-45-6 fatcat:3zj3wxy4jfb5hewexjgqcqydbu

Program Committee

2006 2006 Sixth IEEE International Workshop on Source Code Analysis and Manipulation  
As well as many papers on distributional semantics, there were some on extending the coverage of existing wordnets, linking wordnets to new resources (especially in the medical domain), using wordnets  ...  Corpus-based Learning of Lexical Semantic Relations by Vered Shwartz (Bar-Ilan University), Inducing Interpretable Word Senses for WSD and Enrichment of Lexical Resources by Alexander Panchenko (University  ...  Acknowledgments This work is partially supported by Russian Scientific Foundation, according to the research project No. 16-18- Acknowledgements The work presented in this paper was funded by the Netherlands  ... 
doi:10.1109/scam.2006.23 dblp:conf/scam/X06c fatcat:2dhsf7loj5hlffu2jxpmlo2qcq

Asian language processing: current state-of-the-art

Chu-Ren Huang, Takenobu Tokunaga, Sophia Yat Mei Lee
2007 Language Resources and Evaluation  
Pazeh in Taiwan, one speaker). As a result, there are vast differences in the level of language processing capability and the number of sharable resources available for individual languages.  ...  Academia Sinica Background: The Challenge of Asian Language Processing Asian language processing presents formidable challenges to achieving multilingualism and multiculturalism in our society.  ...  Acknowledgements We would like to thank all the authors who submitted 74 papers on a wide range of research topics on Asian languages.  ... 
doi:10.1007/s10579-007-9041-9 fatcat:ryrtqspk5nggdgzp7o75knch3m

Sentiment Analysis of Political Reviews in Punjabi Language

Parul Arora, Brahmaleen Kaur
2015 International Journal of Computer Applications  
Sentiment analysis is needed to be performed in Punjabi language because of the increase in Punjabi data on the web.  ...  In this paper, we talked about the different methodologies used to finish the opinion investigation and exploration work accomplished for Indian Languages like Hindi, Bengali and Telugu.  ...  In this view result with graph in a sentence isrepresented. Figure 1 . 8 : 18 Snapshot of view result with graph 3. PARAMETERS 1. 1 Find out the status of the given result. 2. Sense of sentences.  ... 
doi:10.5120/ijca2015906297 fatcat:ralevwyqcfgshdilwrvptiwh2u

A Hybrid Bootstrapping Approach for developing Odiya Named Entity Corpora from Wikipedia

Sitanath Biswas, Sujata Dash
2018 International Journal of Engineering & Technology  
Basically NER is to identify and classify different types of proper nouns present inside given file like location name, person name, number, organization name, time etc.  ...  Therefore in this paper, we have utilized Wikipedia to develop a huge Odiya corpus of annotated name entities which is quite efficient to be training dataset further.  ...  Wikipedia in English, implementing and expanding WordNet.  ... 
doi:10.14419/ijet.v7i4.38.24311 fatcat:vtu57lfttreulmmlbvysu4znyi
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