Research Publications

 

 

 

 


|| Journal Articles ||

 
  1. Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay, "Textual Entailment using Lexical and Syntactic Similarity. ", In International Journal of Artificial Intelligence & Applications (IJAIA), Vol.2, No.1, January 2011, DOI : 10.5121/ijaia.2011.2104 , pp. 43-58 [2011]
  2. Partha Pakray, Utsab Barman, Sivaji Bandyopadhyay and Alexander Gelbukh, "Semantic Answer Validation using Universal Networking Language", In International Journal of Computer Science and Information Technologies (IJCSIT), ISSN 0975 - 9646,PP. : 4927 - 4932, VOLUME 3 ISSUE 4 July- August 2012. [2012]
  3. Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay. "Aplicación de la implicación textual en un sistema de la validación de respuestas automáticas (An Application of Textual Entailment Recognition in an Answer Validation System)", In Spanish, with abstract in English. Research in Computing Science, ISSN 1870-4069, Vol. 62, 2013, pp. 79–94. [2013]
  4. Pinaki Bhaskar, Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay. "Entailment-based Fully Automatic Technique for Evaluation of Summaries", Research in Computing Science, An open access research journal on Computer science and computer engineering, ISSN 1870-4069, Vol. 65, pp. 11-23 [2013]
  5. Partha Pakray. "Text Grouping using Textual Entailment", In International Journal of Computer Science and Mobile Computing, ISSN 2320–088X, Vol.3 Issue.6, June- 2014, pg. 528-534. [2014]
  6. Rohini Basak, Sudip Kumar Naskar, Partha Pakray, Alexander Gelbukh. "Recognizing Textual Entailment by Soft Dependency Tree Matching", Computación y Sistemas, Vol. 19, No. 4, 2015, pp. 685–700, ISSN 1405-5546, doi: 10.13053/CyS-19-4-2331. [Scopus indexed] [2015]
  7. Sandeep Kumar Dash, Partha Pakray and Alexander Gelbukh. "Learning Physiotherapy through Virtual Action", Computación y Sistemas - Thematic Issue: Natural Language Processing and Computational Linguistics (Guest Editor: Alexander Gelbukh), Vol. 20, No. 3, 2016, pp. 477–482 ISSN 1405-5546 doi: 10.13053/CyS-20-3-2450. [Scopus indexed] [2016][Scopus indexed]
  8. Goutam Majumder, Partha Pakray, Alexander Gelbukh and David Pinto. " Semantic Textual Similarity Methods, Tools, and Applications: A Survey", Computación y Sistemas - Thematic Issue: Research Advances and Applications of Evolutionary Computation (Guest Editors: H.J. Escalante, M. Graff), Vol. 20, No. 4, 2016, pp. 647–665 doi: 10.13053/CyS-20-4-2506 doi: 10.13053/CyS-20-3-2450. [Scopus indexed] [2016]
 
9. Amarnath Pathak, Partha Pakray, Sandip Sarkar, Dipankar Das and Alexander Gelbukh, "MathIRs: Retrieval System for Scientific Documents", Computación y Sistemas - Thematic issue: Authorship Analysis (Guest editors: M. Montes, L. Villaseñor), Vol 21, No 2, pp. 253–265, ISSN: 2007-9737 [Scopus indexed] [2017]
 
10. Sriparna Saha, Ranjita Das, Partha Pakray, "Aggregation of Multi-objective Fuzzy Symmetry based Clustering Techniques for Improving Gene and Cancer Classification Soft Computing", Soft Computing. (Accepted) [SCIE indexed] [2017]

|| Conferences & Workshops ||

1. Srinivasa Rao Godavarthy, Partha Pakray, Sivaji Bandyopadhyay, "Multilingual Restricted Domain QA System with Dialogue Management”, In proceedings of the Workshop on Cross Lingual Information Access, International Joint Conference on Artificial Intelligence (IJCAI 2007), 6-12 January 2007,Hyderabad, India, PP. 20-27. [2007]

 
 

2. Partha Pakray, Sivaji Bandyopadhyay, Alexander Gelbukh, "Lexical based two-way RTE System at RTE-5", System Report, TAC RTE Notebook, 2009. [2009]

  3. Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay, "A Syntactic Textual Entailment System Using Dependency Parser ", Springer Berlin / Heidelberg, Volume Volume 6008/2010, Book Computational Linguistics and Intelligent Text Processing, ISBN 978-3-642-12115-9, Pages 269-278. [2010]
  4. Pinaki Bhaskar, Amitava Das, Partha Pakray, Sivaji Bandyopadhyay, "Theme Based English and Bengali Ad-hoc Monolingual Information Retrieval in FIRE 2010", In FIRE 2010, Working Notes. [2010]
 
5. Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay, "A Hybrid Textual Entailment System using Lexical and Syntactic Features", In The 9th IEEE International Conference on Cognitive Informatics, (ICCI 2010), pp. 291-295. [2010]
 
6. Santanu Pal, Partha Pakray, Dipankar Das and Sivaji Bandyopadhyay, "A Supervised Approach to Identify Semantic Relations from Paired Nominals", In ACL-2010, SemEval 2010 Workshop , Uppsala, Sweden. [2010]
 
7. Santanu Pal, Tapabrata Mondal, Partha Pakray, Dipankar Das and Sivaji Bandyopadhyay, "QGSTEC System Description – JUQGG: A Rule based approach", In QG2010: The Third Workshop on Question Generation, The Tenth International Conference on Intelligent Tutoring Systems (ITS2010), Carnegie Mellon University, Pittsburgh, Pennsylvania, USA, June 18, 2010.[2010]
 
8. Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay, "Dependency Parser Based Textual Entailment System", In IEEE The 2010 International Conference on Artificial Intelligence and Computational Intelligence (AICI'10), IEEE CS, pp. 393-397. . [2010]
 
9. Partha Pakray, Alexander Gelbukh, and Sivaji Bandyopadhyay, "Textual Entailment and Anaphora Resolution", In IEEE The 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE 2010), Chengdu, China, 20-22 August 2010, IEEE Catalog Number: CFP1052F-PRT, ISBN:978-1-4244-6539-2, Volume 6, pp. 334-336. [2010]
 
10. Partha Pakray, Santanu Pal, Sivaji Bandyopadhyay and Alexander Gelbukh, "Automatic Answer Validation System on English Language", In IEEE The 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE 2010), Chengdu, China, 20-22 August 2010, IEEE Catalog Number: CFP1052F-PRT, ISBN:978-1-4244-6539-2, Volume 6, pp. 329-333. [2010]
 
11. Partha Pakray, Pinaki Bhaskar, Santanu Pal, Dipankar Das, Sivaji Bandyopadhyay and Alexander Gelbukh, "JU_CSE_TE: System Description QA@CLEF 2010 - ResPubliQA", CLEF 2010 Workshop on Multiple Language Question Answering (MLQA 2010). [2010]
 
12. Partha Pakray, Santanu Pal, Soujanya Poria, Sivaji Bandyopadhyay, and Alexander Gelbukh"JU_CSE_TAC: Textual Entailment Recognition System at TAC RTE-6", System Report, Text Analysis Conference Recognizing Textual Entailment Track (TAC RTE) Notebook, 2010. [2010]
  13. Partha Pakray, Alexander Gelbukh and Sivaji Bandyopadhyay, "Answer Validation using Textual Entailment ", 12th International Conference on Intelligent Text Processing and Computational Linguistics, February 20 to 26, 2011, Lecture Notes in Computer Science N 6609, ISSN 0302-9743, Springer, 2011, pp. 359-364. [2011]
  14. Partha Pakray, Utsab Barman, Sivaji Bandyopadhyay and Alexander Gelbukh, "A Statistics-Based Semantic Textual Entailment System ", 10th Mexican International Conference on Artificial Intelligence, November 26 - December 4, 2011, Puebla, Mexico. Lecture Notes in Artificial Intelligence N 7094, ISSN 0302-9743, Springer, 2011, p. 267-276. [2011]
 
15. Partha Pakray, Pinaki Bhaskar, Somnath Banerjee, Bidhan Chandra Pal, Sivaji Bandyopadhyay and Alexander Gelbukh, "A Hybrid Question Answering System based on Information Retrieval and Answer Validation", CLEF 2011 Workshop on Question Answering For Machine Reading Evaluation (QA4MRE). CLEF 2011 Labs and Workshop. Notebook Papers. 19-22 September, Amsterdam. ISBN 978-88-904810-1-7; ISSN 2038-4726. 2011, 16 pp. [2011] This work showed the first place best result out of 10 participating systems for the task with 0.57. Click Here: Overview Paper
 
16. Partha Pakray, Snehasis Neogi, Pinaki Bhaskar, Soujanya Poria, Sivaji Bandyopadhyay, Alexander Gelbukh, "A Textual Entailment System using Anaphora Resolution", System Report. Text Analysis Conference Recognizing Textual Entailment Track (TAC RTE) Notebook, November 14-15, 2011, National Institute of Standards and Technology, Gaithersburg, Maryland USA [2011]
 
17. Partha Pakray, Snehasis Neogi, Sivaji Bandyopadhyay, Alexander Gelbukh, "A Textual Entailment System using Web based Machine Translation System.", NTCIR-9: The 9th NTCIR Workshop Meeting "Evaluation of Information Access Technologies: Information Retrieval, Question Answering, and Cross-Lingual Information Access". RITE competition: Recognizing Inference in TExt@NTCIR9. National Institute of Informatics (NII), National Center of Sciences, Tokyo, Japan. December 6-9, 2011 [2011]
  18. Partha Pakray, Snehasis Neogi, Sivaji Bandyopadhyay and Alexander Gelbukh, "Recognizing Textual Entailment in Non-English Text via Automatic Translation into English ", 11th Mexican International Conference on Artificial Intelligence, October 27 - November 4, 2012, San Luis Potosi, Mexico. Lecture Notes in Artificial Intelligence, Springer. Advances in Computational Intelligence, Lecture Notes in Computer Science Volume 7630, 2013, pp 26-35. [2012]
 
19. Snehasis Neogi, Partha Pakray, Sivaji Bandyopadhyay, Alexander Gelbukh: "JU_CSE_NLP: Multi-grade Classification of Semantic Similarity between Text Pair", (*SEM) First Joint Conference on Lexical and Computational Semantics, Collocated with NAACL-HLT 2012, June 7-8, Montreal, Canada. [2012]
 
20. Snehasis Neogi, Partha Pakray, Sivaji Bandyopadhyay and Alexander Gelbukh: "JU_CSE_NLP: Language Independent Cross-lingual Textual Entailment System", (*SEM) First Joint Conference on Lexical and Computational Semantics, Collocated with NAACL-HLT 2012, June 7-8, Montreal, Canada. [2012]
 
21. Pinaki Bhaskar, Partha Pakray, Somnath Banerjee, Samadrita Banerjee, Sivaji Bandyopadhyay and Alexander Gelbukh, "Question Answering System for QA4MRE@CLEF 2012", CLEF 2012 Workshop on Question Answering For Machine Reading Evaluation (QA4MRE). CLEF 2012 Labs and Workshop. Notebook Papers. 17-20 September 2012, Rome, Italy. [2012] [BibTeX] The highest score was obtained by our team with 0.65. Click Here: Overview Paper
 
22. Partha Pakray, Pinaki Bhaskar, Somnath Banerjee, Sivaji Bandyopadhyay and Alexander Gelbukh, "An Automatic System for Modality and Negation Detection", CLEF 2012 Workshop on Question Answering For Machine Reading Evaluation (QA4MRE). CLEF 2012 Labs and Workshop. Notebook Papers. 17-20 September 2012, Rome, Italy. [2012] [BibTeX]
 
23. Partha Pakray, Sivaji Bandyopadhyay and Alexander Gelbukh, "Binary-class and Multi-class based Textual Entailment System", NTCIR-10: The 10th NTCIR Workshop Meeting "Evaluation of Information Access Technologies: Information Retrieval, Question Answering, and Cross-Lingual Information Access". RITE-2 competition: Recognizing Inference in TExt@NTCIR-10. National Institute of Informatics (NII), National Center of Sciences, June 18-21, 2013, NII, Tokyo, Japan. [2013] [BibTeX]
 
24. Pinaki Bhaskar, Somnath Banerjee, Partha Pakray, Samadrita Banerjere, Sivaji Bandyopadhyay and Alexander Gelbukh, "A Hybrid Question Answering System for Multiple Choice Question (MCQ)", Question Answering System for QA4MRE@CLEF 2013. CLEF 2013 Evaluation Labs and Workshop Online Working Notes, ISBN 978-88-904810-5-5, ISSN 2038-4963, Valencia - Spain, 23 - 26 September, 2013. [2013] [BibTeX] The highest score (c@1) was obtained by our team with 0.59. Click Here: Overview Paper
 
25. Somnath Banerjee, Pinaki Bhaskar, Partha Pakray, Sivaji Bandyopadhyay and Alexander Gelbukh, "Multiple Choice Question (MCQ) Answering System for Entrance Examination.", Question Answering System for QA4MRE@CLEF 2013. CLEF 2013 Workshop on Question Answering For Machine Reading Evaluation (QA4MRE). CLEF 2013 Evaluation Labs and Workshop Online Working Notes, ISBN 978-88-904810-5-5, ISSN 2038-4963, Valencia - Spain, 23 - 26 September, 2013 [2013] [BibTeX] The highest score (c@1) was obtained by our team with 0.42. Click Here: Overview Paper
 
26. Pinaki Bhaskar, Partha Pakray, "Automatic Evaluation of Summary using Textual Entailment",In Proceedings of the Student Research Workshop associated with The 9th International Conference on Recent Advances in Natural Language Processing (RANLP 2013), 9–11 September, 2013 Hissar, Bulgaria, Pp. 30-37 [2013] [BibTex]
 
27. Partha Pakray and Pinaki Bhaskar, "Transliterated Search System for Indian Languages", In Proceedings of the Fifth Forum for Information Retrieval Evaluation 2013 (FIRE '13), New Delhi, India, 4 - 6 December, 2013. [2013] [BibTeX]
 
28. Santanu Pal, Partha Pakray and Sudip Kumar Naskar, "Automatic Building and Using Parallel Resources for SMT from Comparable Corpora", Proceedings of the 3rd Workshop on Hybrid Approaches to Translation (HyTra) @ EACL 2014, pages 47–56, Gothenburg, Sweden, April 27 2014. c 2014 Association for Computational Linguistics [2014] [BibTeX]
 
29. Andre Lynum, Partha Pakray, Bjorn Gamback and Sergio Jimenez, "NTNU: Measuring semantic similarity with sublexical feature representations and soft cardinality", in Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), pages 448–453, Dublin, Ireland, August 23-24, 2014. [2014] [BibTeX]
 
30. Partha Pakray, and Alexander Gelbukh, "An Open Domain Causal Relation Detection from Paired Nominal", in 13th Mexican International Conference on Artificial Intelligence (MICAI-2014), Nature-Inspired Computation and Machine Learning, Part II, LNAI 8857, pp. 263–271, November 16 to 22, 2014, Tuxtla Gutiérrez, Chiapas, Mexico. [2014]
 
31. Partha Pakray, "Yamraj: Binary-class and Multi-class based Textual Entailment System for Japanese (JA) and Chinese Simplified (CS)", Proceedings of the 11th NTCIR Conference, Pp. 298-303 December 9-12, 2014, NII, Tokyo, Japan. [2014] [POSTER]
 
32. Partha Pakray, Petr Sojka, "An Architecture for Scientific Document Retrieval Using Textual and Math Entailment Modules", in RASLAN 2014: Recent Advances in Slavonic Natural Language Processing, Karlova Studánka, Czech Republic, December 5-7, 2014. [2014] [SLIDES]
 
33. Santanu Pal, Partha Pakray, Alexander Gelbukh, Josef Van Genabith, "Mining Parallel Resources from Comparable Corpora to improve performance of Machine Translation", Computational Linguistics and Intelligent Text Processing Lecture Notes in Computer Science Volume 9041, 2015, pp 534-544, April 14-20, 2015, Cairo, Egypt [2015]
 
34. Partha Pakray, Arunangshu Pal, Goutam Majumder and Alexander Gelbukh, "Resource Building and POS Tagging for Mizo Language". IEEE CS, ISBN 978-1-5090-0323-5, 2016, pp. 3–7. [2015]
 
35. Santanu Pal, Partha Pakray, and Alexander Gelbukh, "How Textual Entailment Can Help Corpus-based Machine Translation", at 14th Mexican International Conference on Artificial Intelligence (MICAI), October 25 to 31, 2015, Cuernavaca (near Mexico City), Mexico. (ACCEPTED) [2015]
 
36. Goutam Majumder, Partha Pakray, Zoramdinthara, Alexander Gelbukh, "Multiword Expressions (MWE) for Mizo Language: Literature Survey", at 17th International Conference on Intelligent Text Processing and Computational Linguistics, April 3–9, 2016, Konya, Turkey [ACCEPTED] [2016]
 
37. Sandip Sarkar, Dipankar Das, Partha Pakray, Alexander Gelbukh, "JUNITMZ at SemEval-2016 Task 1: Identifying Semantic Similarity Using Levenshtein Ratio", at Proceedings of SemEval-2016, pages 702–705, San Diego, California, June 16-17, 2016. Association for Computational Linguistics [2016]
 
38. Goutam Majumder, Partha Pakray, David Pinto, "Semantic Textual Similarity using Modified WordNet Taxonomy using Tri-Gram Language Model", at The Tenth International Conference on Natural Language Processing (HrTAL2016), Dubrovnik, Croatia, 29 September – 1 October 2016 [ACCEPTED] [2016]
 
39. Sandeep Kumar Dash,Partha Pakray, Alexander Gelbukh, "Representing action structure through semantic roles of Physiotherapy instructions", The 20th International Conference on Asian Language Processing (IALP 2016), INSPEC Accession Number: 16725883, pp. 87-90, DOI: 10.1109/IALP.2016.7875941, 21-23 Nov. 2016, Tainan, Taiwan. [2016]
 
40. Jereemi Bentham, Partha Pakray, Goutam Majumder, Sunday Lalbiaknia and Alexander Gelbukh, "Identification of Rules for Recognition of Named Entity Classes in Mizo Language", In the 15th Mexican International Conference on Artificial Intelligence (MICAI 2016), October 23–29, Cancún, Mexico. (Will Publish in IEEE) [ACCEPTED] [2016]
 
41. Sandeep Kumar Dash, Partha Pakray, and Alexander Gelbukh, "Generating a Logical Structure for Virtualizing Physiotherapy Instructions through NLP", 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. [ACCEPTED] [2016]
 
42. Sandip Sarkar, Saurav Saha, Jereemi Bentham, Partha Pakray and Alexander Gelbukh, "NLP-NITMZ@DPIL-FIRE2016:Language Independent Paraphrases Detection", In the Working notes of FIRE 2016 - Forum for Information Retrieval Evaluation, CEUR-WS.org/Vol-1737, Pages 256-259, Kolkata, India, December 7-10, 2016. [2016]
 
43. Divyanshu Bhardwaj, Partha Pakray, Jereemi Bentham, Saurav Saha and Alexander Gelbukh, "Question Answering System for Frequently Asked Questions", In the SHARED TASK ON QA­4FAQ - Question Answering for Frequently Asked Questions, EVALITA -2016, ceur-ws, Napoli, Italy, December 5-7, 2016. [2016]
 
44. Partha Pakray and Goutam Majumder, "NLP–NITMZ:Part-of-Speech Tagging on Italian Social Media Text using Hidden Markov Model", In the SHARED TASK ON PoSTWITA - POS tagging for Italian Social Media Texts, EVALITA -2016, Vol-1749, ceur-ws, Napoli, Italy, December 5-7, 2016. [2016]
 
45. Sandip Sarkar, Partha Pakray, Dipankar Das and Alexander Gelbukh, "Regression based Approaches for detecting and measuring Textual Similarity", In the The Fourth International Conference on Mining Intelligence and Knowledge Exploration (MIKE), Lecture Notes in Artificial Intelligence, Pp. 144-152, November 13 - 19, 2016, Center for Computing Research (CIC) of the National Polytechnic Institute (IPN), Mexico. [2016]
 
46. Goutam Majumder, Partha Pakray, "NLP-NITMZ @ MSIR 2016 System for Code-Mixed Cross-Script Question Classification", In the Working notes of FIRE 2016 - Forum for Information Retrieval Evaluation, CEUR-WS.org/Vol-1737, Pages 100-104, Kolkata, India, December 7-10, 2016. [2016]
 
47. Goutam Majumder, Partha Pakray, " NLP–NITMZ @ Part–of–Speech (POS) Tagging for Code–Mixed India Social Media Text using HMM", In the TOOL CONTEST ON POS TAGGING FOR CODE-MIXED INDIAN SOCIAL MEDIA (FACEBOOK, TWITTER, AND WHATSAPP) TEXT @ ICON 2016 : 13th International Conference on Natural Language Processing, At BHU, India. [2016]
 
48. Riyanka Manna, Partha Pakray, Somnath Banerjee, Dipankar Das and Alexander Gelbukh, " CookingQA: A Question Answering System based on Cooking Ontology", 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. [ACCEPTED] [2016]
 
49. Divyanshu Bhardwaj, Partha Pakray, and Alexander Gelbukh, "An approach to Information Retrieval from Scientific Documents", 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), April 17 to 23, 2017, Budapest, Hungary. (Accepted). [2017]
 
50. Sandeep Kumar Dash, Partha Pakray, Jan Smeddinck, Robert Porzel, Rainer Malaka and Alexander Gelbukh, "Designing An Ontology for Physical Exercise Actions", 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), April 17 to 23, 2017, Budapest, Hungary. (Accepted). [2017]
 
51. Sandip Sarkar, Dipankar Das and Partha Pakray, "A Classification Approach for Answer Selection in Multi-choice Question Answering System", In 8th International Joint Conference on Natural Language Processing (IJCNLP 2017)- Shared Task 5, Multi-choice Question Answering in Examinations, Taipei, Taiwan, November 27 – December 1, 2017. (Accepted). [2017]
 
52. Somnath Banerjee, Partha Pakray, Riyanka Manna, Dipankar Das, "A Convolutional Neural Network Approach for Customer Feedback Analysis", In 8th International Joint Conference on Natural Language Processing (IJCNLP 2017) - Task 4: Customer Feedback Analysis, Taipei, Taiwan, November 27 – December 1, 2017. (Accepted). [2017]
 
 

|| Doctoral Symposium ||


1. Partha Pakray "Answer Validation using Textual Entailment", In Proceedings of Natural Language Processing and Information Systems - 16th International Conference on Applications of Natural Languageto Information Systems, NLDB 2011, Volume. 6716, ISBN 978-3-642-22326-6, pp. 324-329, Alicante, Spain, June28-30, 2011. [2011]
 
 

2. Partha Pakray, Sivaji Bandyopadhyay and Alexander Gelbukh, "Answer Validation System through Textual Entailment and Universal Networking Language", Miguel Gonzalez Mendoza, Oscar Herrera Alcantara (Eds.). Proceedings of the Doctoral Consortium at the 10th Mexican International Conference on Artificial Intelligence, MICAI-2011, November 28, 2011, Puebla, Mexico.ISBN 978-607-95367-4-9. [2011]

 

3. Partha Pakray, Sivaji Bandyopadhyay and Alexander Gelbukh, "Applications of Textual Entailment", In ECIR 2013 – Doctoral Consortium, Doctoral Consortium is associated with the 35th European Conference on Information Retrieval (ECIR 2013), March 24, 2013, Moscow, Russia, Pp. 34-39. [2013]


Masters Thesis: MULTILINGUAL RESTRICTED DOMAIN QA SYSTEM WITH DIALOGUE MANAGEMENT (BENGALI AND TELUGU AS A CASE STUDY)
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