Mayank Singh
Assistant Research Professor
Department of Computer Science and Engineering
IIT Gandhinagar

Email: singh.mayank(at)iitgn.ac.in
Twitter: @mayank_iitgn
Phone (office): +91-7923952538
       


Office Address:
AB 4/304
IIT Gandhinagar, Palaj
Gandhinagar, Gujarat
Pincode: 382355


Online Projects

Datasets

Awards

NLP MOOC

CV
Teaching
   
Autumn 2018-2019
1. Natural Language Processing (Website)
2. Computer Systems (Jointly with Dr. Anirban Dasgupta and Dr. Nipun Batra)

















Research interests
I study Computational Linguistics and Complex networks to understand and analyze the inherent behavior of scientific research articles. Particularly, I perform both content and network study on academic literature to solve some of the very pertinent problems like long-term impact prediction, network growth, popularity prediction, text reuse, etc.


Published Works

Mayank Singh, Pradeep Dogga, Sohan Patro, Dhiraj Barnwal, Ritam Dutt, Rajarshi Haldar, Pawan Goyal, Animesh Mukherjee. 2018. CL Scholar: The ACL Anthology Knowledge Graph Miner. NAACL 2018 [pdf]

Mayank Singh. 2018. Understanding Popularity of Academic Entities: From Papers to Authors to Venues. IEEE-TCDL 2018 [pdf]

Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti. 2017. Relay-Linking Models for Prominence and Obsolescence in Evolving Networks. SIGKDD 2017 [pdf]

Mayank Singh, Ajay Jaiswal, Priya Shree, Arindam Pal, Animesh Mukherjee, Pawan Goyal. 2017. Understanding the Impact of Early Citers on Long-Term Scientific Impact. JCDL 2017 [pdf]

Mayank Singh, Abhishek Niranjan, Divyansh Gupta, Nikhil Angad Bakshi, Animesh Mukherjee, Pawan Goyal. 2017. Citation sentence reuse behavior of scientists: A case study on massive bibliographic text dataset of computer science. JCDL 2017 [pdf]

Mayank Singh, Soham Dan, Sanyam Agarwal, Pawan Goyal, Animesh Mukherjee. 2017. AppTechMiner: Mining Applications and Techniques from Scientific Articles WOSP, JCDL 2017 [pdf]

Mayank Singh, Barnopriyo Barua, Priyank Palod, Manvi Garg, Sidhartha Satapathy, Samuel Bushi, Kumar Ayush, Krishna Sai Rohith, Tulasi Gamidi, Pawan Goyal, Animesh Mukherjee. 2016. OCR++: A Robust Framework For Information Extraction from Scholarly Articles. COLING 2016 [pdf]

Mayank Singh, Tanmoy Chakraborty, Animesh Mukherjee, Pawan Goyal. 2016. Is this conference a top-tier? ConfAssist: An assistive conflict resolution framework for conference categorization Journal Of Informetrics 2016 [pdf]

Tanmoy Chakraborty, Amrith Krishna, Mayank Singh, Pawan Goyal, Niloy Ganguly, Animesh Mukherjee. 2016. FeRoSA: A faceted recommendation system for scientific articles PAKDD 2016 [pdf]

Mayank Singh, Vikas Patidar, Suhansanu Kumar, Tanmoy Chakraborty, Animesh Mukherjee, Pawan Goyal. 2015. The role of citation context in predicting long-term citation profiles: an experimental study based on a massive bibliographic text dataset CIKM 2015 [pdf]

Mayank Singh, Tanmoy Chakraborty, Animesh Mukherjee, Pawan Goyal. 2015. ConfAssist: A Conflict resolution framework for assisting the categorization of Computer Science conferences JCDL 2015 [pdf]

Mayank Singh, Soumajit Pramanik, Tanmoy Chakraborty. 2015. PubIndia: A Framework for Analyzing Indian Research Publications in Computer Sciences WOSP, JCDL 2015 DLib

Invited Talks

Workshop on Analysis and Inference from UGC (WAIU), Indian Institute of Science, October 10, 2017 [Link]

Department of Biomedical NLP/Informatics North-Western University June 17, 2015












SIGKDD 2017 promotional video