Smit Marvaniya  Smit Marvaniya photo         

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Advisory Research Engineer, Industry Research,
India Research Laboratory, Bangalore, India


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More information:  Google Scholar Profile


Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System
Shazia Afzal, Tejas Dhamecha, Nirmal Mukhi, Renuka Sindhgatta, Smit Marvaniya, Matthew Ventura, Jessica Yarbro
NAACL-HLT 2019: Annual Conference of the North American Chapter of the Association for Computational Linguistics
software deployment, machine learning, intelligent tutoring system, human computer interaction, dialog box, computer science, artificial intelligence

Joint Multi-Domain Learning for Automatic Short Answer Grading
Swarnadeep Saha, Tejas I Dhamecha, Smit Marvaniya, Peter Foltz, Renuka Sindhgatta, Bikram Sengupta
arXiv preprint arXiv:1902.09183, 2019

Data Augmentation Using Part Analysis for Shape Classification
Vismay Patel, Niranjan Mujumdar, Prashanth Balasubramanian, Smit Marvaniya, Anurag Mittal
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 1223--1232


Creating Scoring Rubric from Representative Student Answers for Automatic Short Answer Grading
Smit Marvaniya, Swarnadeep Saha, Tejas I. Dhamecha, Renuka Sindhgatta, Bikram Sengupta and Peter Foltz
[AR=17%] 27th ACM International Conference on Information and Knowledge Management (CIKM), 2018

Dialogue-based tutoring at scale: Design and Challenges
Chang M, Ventura M, Ahn J, Foltz P, Ma T, Dhamecha T, Marvaniya S, Watson P, D'helon C, Wetzel A, Packard A, Banaszynski K, Behrens J, Nelson G, Sundararajan S, Tejwani R, Afzal S, Mukhi N
International Conference of the Learning Sciences (ICLS), 2018

Balancing Human Efforts and Performance of Student Response Analyzer in Dialog-based Tutors
Tejas I. Dhamecha, Smit Marvaniya, Swarnadeep Saha, Renuka Sindhgatta, and Bikram Sengupta
[AR=25%] 19th International Conference of AI in Education(AIED), 2018

Sentence Level or Token Level Features for Automatic Short Answer Grading?: Use Both
Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Renuka Sindhgatta, and Bikram Sengupta
[AR=25%] 19th International Conference of AI in Education(AIED), 2018

Preliminary Evaluations of a Dialogue-Based Digital Tutor
Ventura, Matthew and Chang, Maria and Foltz, Peter and Mukhi, Nirmal and Yarbro, Jessica and Salverda, Anne Pier and Behrens, John and Ahn, Jae-wook and Ma, Tengfei and Dhamecha, Tejas I, Marvaniya, Smit and others
International Conference on Artificial Intelligence in Education, pp. 480--483, 2018

Adaptive locally affine-invariant shape matching
Marvaniya, Smit and Gupta, Raj and Mittal, Anurag
Machine Vision and Applications 29(4), 553--572, Springer, 2018


Inferring Frequently Asked Questions from Student Question Answering Forums
Sindhgatta, Renuka and Marvaniya, Smit and Dhamecha, Tejas I and Sengupta, Bikram
Educational Data Mining (EDM), 2017


Real-time video summarization on mobile
Marvaniya, Smit and Damoder, Mogilipaka and Gopalakrishnan, Viswanath and Iyer, Kiran Nanjunda and Soni, Kapil
Image Processing (ICIP), 2016 IEEE International Conference on, pp. 176--180


Drawing an automatic sketch of deformable objects using only a few images
Marvaniya, Smit and Bhattacharjee, Sreyasee and Manickavasagam, Venkatesh and Mittal, Anurag
European Conference on Computer Vision (ECCV) Workshop, pp. 63--72, 2012