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Call for Paper For coming issue of "The Anveshan: A Multidisciplinary Journal in Hindi [ISSN: 2581-4044 (online)]"

Sentiment analysis of Hindi language text: a critical review

  • Published: 11 November 2023
  • Volume 83 , pages 51367–51396, ( 2024 )

Cite this article

research papers in hindi language

  • Simran Sidhu 1 ,
  • Surinder S. Khurana 1 ,
  • Munish Kumar 2 ,
  • Parvinder Singh 1 &
  • Sukhvinder S. Bamber 3  

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Sentiment analysis involves extracting sentiments from various forms of text, including customer reviews, tweets, blogs, and news clips expressing opinions on diverse subjects, even populist events. The advent of tools supporting regional languages has resulted in a substantial surge of regional language texts. As Hindi ranks fourth in terms of native speakers, the development of sentiment analysis mechanisms for Hindi text becomes crucial. This paper provides a comprehensive review of specific approaches used in Hindi sentiment analysis, encompassing negation handling and the evolution of SentiWordNet for the Hindi Language. Moreover, it offers an overview of available Hindi lexicons and insights into diverse stemmers and morphological analyzers designed for the language. Additionally, the paper conducts an in-depth literature review of various sentiment analysis tasks carried out in Hindi, thereby opening avenues for future research in sentiment analysis and opinion mining in the Hindi language.

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Simran Sidhu, Surinder S. Khurana & Parvinder Singh

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Munish Kumar

Department of Computer Science and Engineering, University Institute of Engineering & Technology, Panjab University S.S.G. Regional Centre, Hoshiarpur, Punjab, India

Sukhvinder S. Bamber

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Sidhu, S., Khurana, S.S., Kumar, M. et al. Sentiment analysis of Hindi language text: a critical review. Multimed Tools Appl 83 , 51367–51396 (2024). https://doi.org/10.1007/s11042-023-17537-6

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Received : 05 October 2021

Revised : 13 September 2023

Accepted : 16 October 2023

Published : 11 November 2023

Issue Date : May 2024

DOI : https://doi.org/10.1007/s11042-023-17537-6

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This discussion paper attempts at making a re-appraisal of some of the works on linguistic identity politics around Hindi-Urdu-Hindustani, in twentieth century India. It calls into question certain assumptions about Urdu. It argues that Urdu, contrary to common perceptions, was shedding its Persianization and its literature was drawing upon local imageries. Urdu’s anti-colonial and anti-separatist articulations have been highlighted. It underlines that marginalization of Urdu in late-colonial and post-colonial India was more because of majoritarian discriminations. Gandhiji’s project of ‘Hindustani’ and the inclusive nationalism of the Congress, threw inadequate weight behind the project. They were rather inclined more towards Hindi, and some important leaders of the Congress, more particularly in UP, were not only pro-Hindi but also anti-Urdu. The exclusion of the Hindustani from the broadcast plan of the All India Radio, by 1944-45, and the ill-fated Hindustani Prachar Sabha (1942) testify the majoritarian assertion of Hindi against Urdu. It further argues that Urdu was wrongly vilified to have played role in dividing India; this perception held in popular as well as academic domain, had its bearings upon the fate of Urdu in sovereign India.

Contemporary Issues in Languages and Humanities An International Peer-reviewed Journal

Chavan Dilip

Kasturi Sinha

The present research paper entitled as 'Literature Instilling about the Decline of Hindi Language' discusses an issue which has been highlighted in the selected Bollywood films. It is to be said that the films show mirror to the cultural practices and reflects it on the silver screen. Nowadays , communicating in English is in vogue, more than as a medium of communication it is a style statement and matter of pride and because of this everyone wants to learn this language. English is a lingua franca and one must learn it to match with the pace of the world but not at the cost of ignoring one's native-tongue. The language of any region is not just a language but it is an inheritance of one's roots and unique identity. It must be preserved because it connects one with his culture. Culture is transmitted from generation to generation as tradition via one's native-tongue and at the same time, it is passed on as a legacy to the next generation. In the present research paper, the researchers have underscored the plight of the characters who feel second to other people of their own country because they can't speak English.

Rizwan Ahmad

Gender & History

Asha Sarangi

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Title: taxonomic survey of hindi language nlp systems.

Abstract: Natural Language processing (NLP) represents the task of automatic handling of natural human language by machines.There is large spectrum of possible applications of NLP which help in automating tasks like translating text from one language to other, retrieving and summarizing data from very huge repositories, spam email filtering, identifying fake news in digital media, find sentiment and feedback of people, find political opinions and views of people on various government policies, provide effective medical assistance based on past history records of patient etc. Hindi is the official language of India with nearly 691 million users in India and 366 million in rest of world. At present, a number of government and private sector projects and researchers in India and abroad, are working towards developing NLP applications and resources for Indian languages. This survey gives a report of the resources and applications available for Hindi language NLP.
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
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COMMENTS

  1. Research Paper, Article Publication in Hindi, Gujarati, Sanskrit

    SHIKSHAN SANSHODHAN [ ISSN(O): 2581-6241 ] Peer-Reviewed, Referred, Indexed Research Journal. Impact Factor : 7.384. Research Paper, Article Publication in Hindi, Gujarati, Sanskrit, English and other National Languages.

  2. International Journal of Hindi Research

    इंटरनेशनल जर्नल ऑफ़ हिन्दी रिसर्च पत्रिका का प्राइम फोकस हिंदी से संबंधित लेख प्रकाशित करने के लिए है। यह पत्रिका हिन्दी अनुसंधान ...

  3. 524 PDFs

    Explore the latest full-text research PDFs, articles, conference papers, preprints and more on HINDI LITERATURE. Find methods information, sources, references or conduct a literature review on ...

  4. 10000 PDFs

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  5. The Anveshan: A Multidisciplinary Journal in Hindi [ISSN: 2581-4044

    The Anveshan: A Multidisciplinary Journal in Hindi [Peer Reviewed Journal *** ISSN: 2581-4044 (online)] The Anveshan: A Multidisciplinary Journal in Hindi is a peer review, open access journal that provides multidisciplinary platform for those academicians, researchers and young scientists to promote, share & discuss research & innovation done on any area related to science, technology ...

  6. Shodhganga@INFLIBNET: Department of Hindi

    pravashi hindi sahityo me vyakt bhartiya evam pashchyat sanskruti ka sangharsh: sarvaiya mayur parshotambhai: ravjibhai m rathod: 8-Aug-2023: gujarati ek malvi lokgeet loknatya lok sahitya ke drashyo shravygt anushilan: pargi nayna v: Gamit, N.T. 8-Aug-2023: hindi ki peamukh mahila kahanikaro ke kahani sahitya me nirupit samajik samashya

  7. Shodhganga@INFLIBNET: Hindi

    The Shodhganga@INFLIBNET Centre provides a platform for research students to deposit their Ph.D. theses and make it available to the entire scholarly community in open access. ... Language thinking of Hazari Prasad Dwivedi: Tiwari, Chandan ... Arya, Karmanand: 19-May-2022: Cultural aspect of tribal life and Hindi novels: Kumar Patel, Anand ...

  8. Shodhganga@INFLIBNET: Department of Hindi

    Shodhganga. The Shodhganga@INFLIBNET Centre provides a platform for research students to deposit their Ph.D. theses and make it available to the entire scholarly community in open access. Shodhganga@INFLIBNET. Banaras Hindu University.

  9. PDF The evolution of Hindi: A historical analysis of how the Hindi language

    This research paper aims to provide a historical analysis of the evolution of the Hindi language, including its origins, influences from other languages, and changes in grammar and vocabulary. The paper starts with a brief introduction to the Hindi language and its importance in Indian culture and society. Then, it delves into the

  10. Sentiment analysis of Hindi language text: a critical review

    Moreover, it offers an overview of available Hindi lexicons and insights into diverse stemmers and morphological analyzers designed for the language. Additionally, the paper conducts an in-depth literature review of various sentiment analysis tasks carried out in Hindi, thereby opening avenues for future research in sentiment analysis and ...

  11. Hindi Research Papers

    Practising Causative Verbs in Hindi. This is a simple conversation-based exercise to practice causative verbs in Hindi. It consists of 9 question sets which the students (and/or) the teacher can ask each other. Download. by Krzysztof Iwanek. 6. Hindi/Urdu, Hindi, Hindi language, Teaching Methodology of Hindi Language.

  12. PDF Globalization Paradox: Social Media'S Role in Shaping Hindi Language

    Hindi language in contemporary India is inextricably linked with the pervasive influence of social media platforms. This abstract explores how social media has significantly contributed to the enhancement of Hindi's ... social media is four times more than the English Language. The research conducted by a Social Media Research

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    The research was an attempt to bring out the difficulties which arise majorly due to the transition of language from Hindi to English in the first year of Undergraduate Mathematics in India. The transition is not only linguistic but also social, regional and psychological.

  14. HindiRC: A Dataset for Reading Comprehension in Hindi

    HindiRC (Anuranjana et al., 2019) is a QA-MRC Dataset using Hindi (Indian language). It is a span-based answer MRC that takes data from children's learning supplements from grade 2-5 in India ...

  15. Hindi Text Classification: A Review

    In recent years, Natural Language Processing (NLP) and text analysis has been a topic of great interest among researchers. The utilization of deep learning techniques such as LSTM, Bi-LSTM, CNN and Transformers in text handling has given us remarkable results. In this work, we review a large group of deep learning designs for text classification tasks, particularly for Hindi text. Due to the ...

  16. PDF Hindi as a Second and Foreign Language

    Shiv-Kumar Singh and Gaurav Kumar. Hindi as a Second and Foreign Language. Edited by Shiv-Kumar Singh and Gaurav Kumar. This book first published 2021. Cambridge Scholars Publishing. Lady Stephenson Library, Newcastle upon Tyne, NE6 2PA, UK. British Library Cataloguing in Publication Data A catalogue record for this book is available from the ...

  17. Quest Journals : Journals

    Journal of Research in Hindi, Political Science and Home Science is an international journal for publishing research papers of Hindi language, Political Science and Home Science. A refereed publication, the Journal offers two issues each calendar year. We welcome original un-published researches, articles, surveys and review papers from all ...

  18. A systematic Literature Review in Hindi Language

    The present paper draws an attention of researcher to report systematic review focused to identify the challenges or troubles faced by universal teams during the translation or normalization of Hindi text .We have also recommended best tools that will be beneficial to understand the detail of this language. Keywords:'HINDI TEXT', 'HINDI ...

  19. Machine Translation Systems for English Captions to Hindi Language

    In this paper, we propose a neural machine translation (NMT) system for four language pairs: English-Malayalam, English-Hindi, English-Tamil, and English-Punjabi.

  20. Language as an Identity: Hindi-Non-Hindi Debates in India

    Abstract. Non-Hindi speakers in India always accuse that Hindi is imposed on them. As language is an essential component of an individual's and group's identity particularly in the Indian state of Tamil Nadu, Hindi is largely seen as Aryan's language spoken by north Indians. Tensions between Hindi and non-Hindi language have roots in the ...

  21. Revisiting the Making of Hindi as a 'National' Language

    The present research paper entitled as 'Literature Instilling about the Decline of Hindi Language' discusses an issue which has been highlighted in the selected Bollywood films. It is to be said that the films show mirror to the cultural practices and reflects it on the silver screen.

  22. Hindi language text search: A literature review

    The objective of the paper and present research is to study the effect of English on Hindi IR. This paper covers the comprehensive analysis of the influence of English Language on Hindi IR and its ...

  23. [2102.00214] Taxonomic survey of Hindi Language NLP systems

    Taxonomic survey of Hindi Language NLP systems. Nikita P. Desai, Prof. (Dr.) Vipul K. Dabhi. Natural Language processing (NLP) represents the task of automatic handling of natural human language by machines.There is large spectrum of possible applications of NLP which help in automating tasks like translating text from one language to other ...