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.
Currently, I am a TCS Research Fellow.
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, 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
|SIGKDD 2017 promotional video|