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Dr. Riyanka Manna

Assistant Professor,Computer Science & Engineering/ School of Computing, Amaravati Campus

Qualification: M.Tech, PhD in Computer Science and Engineering
m_riyanka@av.amrita.edu
ORCID iD
Google Scholar Profile
Scopus Author ID
Research Interest: Artificial Intelligence, Natural Language Processing, Question Answering, Information Retrieval, Machine Learning, Machine Translation, Gender Bias and Gender Equality.

Bio Publications Qualification
Bio

Dr. Riyanka Manna, is an Assistant Professor, Department of Computer Science & Engineering at Amrita Vishwa Vidyapeetham, Amravati Campus. Ms. Riyanka awarded her Ph.D. (Engineering) thesis entitled “Question Answering System on Cooking Recipes” from Jadavpur University, India in the Department of Computer Science & Engineering. She obtained her Master’s degree (M.Tech.) from Lovely Professional University, India and her Bachelor’s Degree (B.Tech.) from Academy of Technology (AOT), India both in Computer Science and Engineering.

Dr. Riyanka served as an Assistant Professor at Adamas University Kolkata in the Department of Computer Science & Engineering. She also served faculty positions (Adhoc) at National Institute of Technology Warangal and GITAM University Hyderabad as an Assistant Professor in the Department of Computer Science & Engineering. Her main area of research is Natural Language Processing, Artificial Intelligence. She has published more than 20 papers in reputed journals, conferences and workshops proceedings, and 2 patents (granted).

Publications

Journal Article

Year : 2023

Multimodal text summarization with evaluation approaches

Cite this Research Publication : Abdullah Faiz Ur Rahman Khilji, Utkarsh Sinha, Pintu Singh, Adnan Ali, Sahinur Rahman Laskar, Pankaj Dadure, Riyanka Manna, Partha Pakray, Benoit Favre, Sivaji Bandyopadhyay, “Multimodal text summarization with evaluation approaches”, Sādhanā Springer Journal, SCIE Impact Factor: 1.214, SCIE

Year : 2023

Multimodal Recipe Recommendation System using Deep Learning and Rule-Based Approach

Cite this Research Publication : Abdullah Faiz Ur Rahman Khilji, Utkarsh Sinha, Pintu Singh, Adnan Ali, Pankaj Dadure, Riyanka Manna, Partha Pakray, “Multimodal Recipe Recommendation System using Deep Learning and Rule-Based Approach”, SN Computer Science, Springer. (Scopus Indexed) [2023].

Year : 2023

English-Assamese Neural Machine Translation using Prior Alignment and Pre-trained Language Model

Cite this Research Publication : Sahinur Rahman Laskar, Bishwaraj Paul, Pankaj Dadure, Riyanka Manna, Partha Pakray, and Sivaji Bandyopadhyay, English-Assamese Neural Machine Translation using Prior Alignment and Pre-trained Language Model, Computer Speech & Language Journal, ISSN 0885-2308. Impact Factor: 3.252. [2023].

Year : 2022

Machine Translation for Low-Resource English-Mizo Pair Encountering Tonal Words

Cite this Research Publication : Vanlalmuansangi Khenglawt, Sahinur Rahman Laskar, Partha Pakray, Riyanka Manna, Ajoy Kumar Khan, Machine Translation for Low-Resource English-Mizo Pair Encountering Tonal Words, Computación y Sistemas, Vol. 26, No. 3, 2022, pp. 1377–1398 doi: 10.13053/CyS-26-3-4358. (ESCI, Scopus Indexed) [2022].

Year : 2021

Question-Answering and Recommendation System on Cooking Recipes

Cite this Research Publication : Riyanka Manna, Dipankar Das, Alexander Gelbukh. Question-Answering and Recommendation System on Cooking Recipes, Computación y Sistemas, Vol. 25, No. 1, 2021, pp. 223–235, ISSN 2007-9737, doi: 10.13053/CyS-25-1-3899. [2021] (ESCI, Scopus Indexed).

Year : 2021

CookingQA: Answering Questions and Recommending Recipes based on Ingredients

Cite this Research Publication : Abdullah Khilji, Riyanka Manna, Sahinur Laskar, Partha Pakray, Dipankar Das, Sivaji Bandyopadhyay, Alexander Gelbukh. CookingQA: Answering Questions and Recommending Recipes based on Ingredients, Arabian Journal for Science and Engineering, Springer, SCIE Impact Factor: 2.807, SCIE. [2021].

Publisher : Springer

Year : 2021

Scientific Text Entailment and a Textual Entailment based Framework for Cooking Domain Question Answering

Cite this Research Publication : Amarnath Pathak, Riyanka Manna, Partha Pakray, Dipankar Das, Alexander Gelbukh and Sivaji Bandyopadhyay, Scientific Text Entailment and a Textual Entailment based Framework for Cooking Domain Question Answering, Sadhana Springer Journal, 46, Article number: 24 (2021), Indian Academy of Sciences, Indexed in Science Citation Index – Expanded, doi: 10.1007/s12046-021-01557-9, SCIE Impact Factor: 1.214 [2021].

Year : 2020

Question Classification and Answer Extraction for Developing a Cooking QA System

Cite this Research Publication : Abdullah Khilji, Riyanka Manna, Sahinur Laskar, Partha Pakray, Dipankar Das, Sivaji Bandyopadhyay, Alexander Gelbukh. Question Classification and Answer Extraction for Developing a Cooking QA System , Computación y Sistemas – Thematic Issue on Language & Knowledge Engineering (Guest editors: D. Pinto, B. Beltrán, A. Vázquez), Vol. 24, No. 2, 2020.

Conference Proceedings

Year : 2022

Investigation of Multilingual Neural Machine Translation for Indian Languages

Cite this Research Publication : Sahinur Rahman Laskar, Riyanka Manna, Partha Pakray and Sivaji Bandyopadhyay, “Investigation of Multilingual Neural Machine Translation for Indian Languages”, The 9th Workshop on Asian Translation.

Publisher : International Conference on Computational Linguistics

Year : 2022

CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model

Cite this Research Publication : Sahinur Rahman Laskar, Rahul Singh, Abdullah Faiz Ur Rahman Khilji, Riyanka Manna, Partha Pakray, Sivaji Bandyopadhyay. CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model. In Proceedings of the The Seventh Arabic Natural Language Processing Workshop (WANLP) (pp. 541-544).

Year : 2022

Image Caption Generation for Low-Resource Assamese Language

Cite this Research Publication : Prachurya Nath, Prottay Kumar Adhikary, Pankaj Dadure, Partha Pakray, Riyanka Manna And Sivaji Bandyopadhyay, Image Caption Generation For Low-resource Assamese Language, In The 34th Conference On Computational Linguistics And Speech Processing (Rocling 2022), November 21 - 22 (Mon - Tue), 2022.

Year : 2022

CNLP-NITS-PP at MixMT 2022: Hinglish–English Code-Mixed Machine Translation

Cite this Research Publication : Sahinur Rahman Laskar, Rahul Singh, Shyambabu Pandey, Riyanka Manna, Partha Pakray and Sivaji Bandyopadhyay, CNLP-NITS-PP at MixMT 2022: Hinglish–English Code-Mixed Machine Translation, Seventh Conference on Machine Translation (WMT22), pages 1158–1161 Abu Dhabi, December 7–8, 2022.

Year : 2022

Mizo Visual Genome 1.0: A Dataset for English-Mizo Multimodal Neural Machine Translation’

Cite this Research Publication : Vanlalmuansangi Khenglawt, Sahinur Rahman Laskar, Riyanka Manna, Partha Pakray and Ajoy Kumar Khan ,Mizo Visual Genome 1.0: A Dataset for English-Mizo Multimodal Neural Machine Translation', Track 5: Artificial Intelligence, Data Science & Computing, IEEE SILCON 2022, 4-6 November 2022, National Institute of Technology Silchar.

Publisher : IEEE

Year : 2022

Investigation of English to Hindi Multimodal Neural Machine Translation using Transliteration-based Phrase Pairs Augmentation

Cite this Research Publication : Sahinur Rahman Laskar, Rahul Singh, Md Faizal Karim, Riyanka Manna, Partha Pakray and Sivaji Bandyopadhyay, Investigation of English to Hindi Multimodal Neural Machine Translation using Transliteration-based Phrase Pairs Augmentation, In Proceedings of the 9th Workshop on Asian Translation, pages 117–122 October 17, 2022.

Year : 2022

Neural Machine Translation for Indian Languages

Cite this Research Publication : Sahinur Rahman Laskar , Riyanka Manna, Partha Pakray , Sivaji Bandyopadhyay,Neural Machine Translation for Indian Languages”, The 9th Workshop on Asian Translation, pages 78–81 October 17, 2022.

Year : 2022

English to Bengali Multimodal Neural Machine Translation using Transliteration-based Phrase Pairs Augmentation

Cite this Research Publication : Sahinur Rahman Laskar, Pankaj Dadure, Riyanka Manna, Partha Pakray and Sivaji Bandyopadhyay, English to Bengali Multimodal Neural Machine Translation using Transliteration-based Phrase Pairs Augmentation, The 9th Workshop on Asian Translation, pages 111–116 October 17, 2022.

Year : 2022

Recent Trends on Low-Resource Neural Machine Translation and Research Scope for English-Mizo Pair

Cite this Research Publication : Vanlalmuansangi Khenglawt, Sahinur Rahman Laskar, Riyanka Manna, Partha Pakray and Ajoy Kumar Khan, “Recent Trends on Low-Resource Neural Machine Translation and Research Scope for English-Mizo Pair”, International Conference on Intelligent Computing Systems and Applications National Institute of Technology Silchar Conference, Date: September 23-24, 2022.

Year : 2022

Ontology-Based Healthcare Hierarchy Towards Chatbot

Cite this Research Publication : Prottay Kumar Adhikary, Riyanka Manna, Sahinur Rahman Laskar, Partha Pakray, Ontology-Based Healthcare Hierarchy Towards Chatbot, International Conference on Computational Intelligence in Communications and Business Analytics (CICBA 2022), CCIS Springer.

Year : 2020

Question Classification in a Question Answering System on Cooking

Cite this Research Publication : Riyanka Manna, Dipankar Das, Alexander Gelbukh. Question Classification in a Question Answering System on Cooking. In: Martínez-Villaseñor L, Herrera-Alcántara O, Ponce H, Castro-Espinoza F.A. (eds) Advances in Computational Intelligence. MICAI 2020. Lecture Notes in Computer Science, vol 12469. Springer, Cham,2020.

Publisher : Springer

Year : 2020

Information Retrieval-Based Question Answering System on Foods and Recipes

Cite this Research Publication : Riyanka Manna, Dipankar Das, Alexander Gelbukh. Information Retrieval-Based Question Answering System on Foods and Recipes. In: Martínez-Villaseñor L, Herrera-Alcántara O, Ponce H, Castro-Espinoza F.A. (eds) Advances in Computational Intelligence. MICAI 2020. Lecture Notes in Computer Science, vol 12469. Springer, Cham,2020.

Year : 2017

NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis

Cite this Research Publication : Somnath Banerjee, Partha Pakray, Riyanka Manna, Dipankar Das, Alexander Gelbukh .NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis , In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP), Shared Tasks, pages 180–183, Taipei, Taiwan, November 27 – December 1, 2017.

Year : 2016

CookingQA: A Question Answering System based on Cooking Ontology

Cite this Research Publication : Riyanka Manna, Partha Pakray, Somnath Banerjee, Dipankar Das and Alexander Gelbukh, CookingQA: A Question Answering System based on Cooking Ontology , In Advances in Computational Intelligence: 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Quintana Roo, Mexico, October 23 to 29, 2016. Proceedings, Part I. Lecture Notes in Artificial Intelligence, Volume 10061, ISBN 978-3-319-62434-1, DOI 10.1007/978-3-319-62434-1_6. 2016.

Year : 2012

Complexity Analysis of Image-based CAPTCHA

Cite this Research Publication : Riyanka Manna, Rahul Saha, and G. Geetha, Complexity Analysis of Image-based CAPTCHA, In Proceedings of International Conference on Computing Sciences (ICCS), 2012, Publisher: IEEE, Digital Object Identifier: 10.1109/ICCS.2012.20, ISBN 978-1-4673-2647-6, DOI 10.1109/ICCS.2012.20, Pp. 88-94, 14-15 Sept. 2012, Phagwara, India. 2012.

Publisher : IEEE

Qualification

Doctorate ( January, 2022) 

Ph.D. (Engineering) in Computer Science & Engineering from Jadavpur University, Kolkata.

Thesis title: “Question Answering System on Cooking Recipes”

Post Graduation ( JUNE, 2012) 

MTech in Computer Science & Engineering Lovely Professional University, Punjab, India

Under Graduation ( JUNE, 2010)

BTech in Computer Science & Engineering ,Academy of Technology (AOT), West Bengal ,West Bengal University of Technology (WBUT)

 

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