Thesis
Defended in February, 2019
Title: Knowledge Extraction, Growth Study and Impact Prediction for Scientific Documents. [PDF]
Publications
2023
| C31 | Shivasankaran V P, Muhammad Yusuf Hassan and Mayank Singh LineEX: Data Extraction from Scientific Line Charts IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) [DOI] [PDF] |
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| C30 | Rahul Gupta, Vivek Srivastava and Mayank Singh MUTANT: A Multi-sentential Code-mixed Hinglish Dataset In findings of 17th Conference of the European Chapter of the Association for Computational Linguistics [DOI] [PDF] |
| W12 | Dwip Dalal, Vivek Srivastava and Mayank Singh MMT: A Multilingual and Multi-Topic Indian Social Media Dataset Workshop on Cross-Cultural Considerations in NLP [DOI] [PDF] |
2022
| C29 | Ayush Kumar, Dhyey Jani, Jay Shah, Devanshu Thakar, Varun Jain and Mayank Singh The Bull and the Bear : Summarizing Stock Market Discussions Findings Proceeding of the Language Resources and Evaluation Conference : LREC [DOI] [PDF] |
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| C28 | Shruti Singh and Mayank Singh The Inefficiency of Language Models in Scholarly Retrieval: An Experimental Walk-through Findings of ACL [DOI] [PDF] |
| J8 | Pratik Kayal, Mrinal Anand, Harsh Desai and Mayank Singh Tables to LaTeX: structure and content extraction from scientific tables FindingsInternational Journal on Document Analysis and Recognition IJDAR [DOI] [PDF] |
| C27 | Vivek Srivastava and Mayank Singh Code-mixed NLG : resources, metrics, and Challenges 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD) [DOI] [PDF] |
| S7 | Harsh Patel, Shivam Sahni, Varun Jain, Praveen Venkatesh, Mrinal Anand and Mayank Singh Program Synthesis: Does Feedback Help? In YRS at CoDS COMAD [DOI] [PDF] |
| S6 | Gaurav Viramgami, Hitarth Gandhi, Hrushti Naik, Nipun Mahajan, Praveen Venkatesh, Shivam Sahni and Mayank Singh Indian Classical Music Synthesis In YRS at CoDS COMAD [DOI] [PDF] |
| J7 | Gaurav Gangwal, Utkarsh, Pradumn Kumar Pandey, Deepak Kamboj, Samrat Chatterjee, Udit Bhatia and Mayank Singh Identifying early-warning indicators of onset of sudden collapse in networked infrastructure systems against sequential disruptions Physica A: Statistical Mechanics and its Applications [DOI] [PDF] |
2021
| W11 | Mrinal Anand, Pratik Kayal, Mayank Singh Adversarial Robustness of Program Synthesis Models In AIPLANS at NeurIPS [URL] [PDF] |
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| W10 | Mrinal Anand, Pratik Kayal, Mayank Singh AutoCoder: Leveraging Transformers for Automatic Code Synthesis In AIPLANS at NeurIPS [URL] [PDF] |
| W9 | Vivek Srivastava and Mayank Singh PoliWAM: An Exploration of a Large Scale Corpus of Political Discussions on WhatsApp Messenger W-NUT [DOI] [PDF] |
| W8 | Ayush Garg, Sammed Kagi, Vivek Srivastava and Mayank Singh MIPE: A Metric Independent Pipeline for Effective Code-Mixed NLG Evaluation Eval4NLP [DOI] [PDF] |
| W7 | Vivek Srivastava and Mayank Singh HinGE: A Dataset for Generation and Evaluation of Code-Mixed Hinglish Text Eval4NLP [DOI] [PDF] |
| C26 | Naman Jain and Mayank Singh TweetPap: A Dataset to Study the Social Media Discourse of Scientific Papers Poster and Demo, JCDL [PDF] |
| C25 | Shruti Singh, Mayank Singh and Pawan Goyal COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews JCDL [PDF] |
| C24 | Viraj Shah, Shruti Singh and Mayank Singh TweeNLP: A Twitter Exploration Portal for Natural Language Processing Poster and Demo, ACL-IJCNLP [DOI] [PDF] |
| W6 | Vivek Srivastava and Mayank Singh Challenges and Limitations with the Metrics Measuring the Complexity of Code-Mixed Text. CALCS [DOI] [PDF] |
| C23 | Harsh Desai, Pratik Kayal and Mayank Singh TabLeX: A Benchmark Dataset for Structure and Content Information Extraction from Scientific Tables Poster and Demo, ICDAR [DOI] [PDF] |
| C22 | Rishiraj Adhikary, Zeel B Patel, Tanmay Srivastava, Nipun Batra, Mayank Singh and Udit Bhatia Vartalaap: What Drives #AirQuality Discussions: Politics, Pollution or Pseudo-science? CSCW [DOI] [PDF] |
| J6 | Nidhin Harilal, Mayank Singh and Udit Bhatia Augmented Convolutional LSTMs for Generation of High-Resolution Climate Change Projections IEEE Access [DOI] [PDF] |
| S5 | Aarchi Agrawal, Athulkumar R, K S Ashin Shanly, Kavita Vaishnaw and Mayank Singh Reverse Dictionary Using an Improved CBoW Model In YRS at CoDS COMAD [DOI] [PDF] |
| S4 | Mihir Jain, Tanmay Sharma, Aman, Shruti Singh and Mayank Singh Genealogical Tree Construction of Research Paper In YRS at CoDS COMAD [DOI] [PDF] |
| S3 | Ronak Kaoshik, Rohit Patil, Prakash R, Shaurya Agarawal, Naman Jain and Mayank Singh ACL-SQL: Generating SQL Queries from Natural Language In YRS at CoDS COMAD [DOI] [PDF] |
| S2 | Mohamed Shamir, Arpit Kaushal, Kalyan Reddy, Kavita Vaishnaw and Mayank Singh Review based recommendations with Human-like reasons In YRS at CoDS COMAD [DOI] [PDF] |
2020
| J5 | Pradumn Kumar Pandey and Mayank Singh Quantifying Non-randomness in Evolving Networks IEEE Transactions on Computational Social Systems [DOI] [PDF] |
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| C21 | Heer Ambavi, Kavita Vaishnaw, Udit Vyas, Abhisht Tiwari and Mayank Singh CovidExplorer: A Multi-faceted AI-based Search and Visualization Engine for COVID-19 Information Poster and Demo, CIKM [DOI] [PDF] |
| W5 | Vivek Srivastava and Mayank Singh PHINC: A parallel Hinglish social media code-mixed corpus for machine translation In W-NUT at EMNLP [DOI] [PDF] |
| W4 | Heer Ambavi, Kavita Vaishnaw, Udit Vyas, Abhisht Tiwari and Mayank Singh COVIDExplorer: Exploring the Universe of COVID-19 Knowledge In SciNLP at AKBC [PDF] |
| W3 | Vivek Srivastava and Mayank Singh IIT Gandhinagar at SemEval-2020 task 9: code mixed sentiment classification using candidate sentence generation and selection In SemEval at COLING [URL] [PDF] |
| C20 | Ayush Garg, Sammed Kagi and Mayank Singh SEAL: Scientific Keyphrase Extraction and Classification Demo, JCDL [DOI] [PDF] |
| C19 | Atharva Vyas, Heer Ambavi, Sayantan Adak, Shivam Patel, Pritam Kadasi, Mayank Singh and Animesh Mukherjee Gandhipedia: A one-stop AI-enabled portal for browsing Gandhian literature, life-events and his social network Demo, JCDL [DOI] [PDF] |
| C18 | Manas Satish Bedmutha, Kaushal Modi, Kevin Patel, Naman Jain and Mayank Singh PredCheck: detecting predatory behaviour in scholarly world Poster, JCDL [DOI] [PDF] |
| C17 | Jagriti Jalal, Mayank Singh, Arindam Pal, Lipika Dey and Animesh Mukherjee Identification, tracking and impact: understanding the trade secret of catchphrases JCDL [DOI] [PDF] |
| J4 | Pradumn Kumar Pandey, Mayank Singh, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti Analysis of Reference and Citation Copying in Evolving Bibliographic Networks Journal of Informetrics [DOI] [PDF] |
| C16 | Monarch Parmar, Naman Jain, Pranjali Jain, Jayakrishna Sahit, Soham Pachpande, Shruti Singh and Mayank Singh NLPExplorer: Exploring the Universe of NLP Papers Demo, ECIR [DOI] [PDF] |
| C15 | Pratik Kayal, Mayank Singh and Pawan Goyal Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification CoDS-COMAD [DOI] [PDF] |
| C14 | Mayank Singh, Arindam Pal, Lipika Dey and Animesh Mukherjee Innovation and Revenue: Deep Diving into the Temporal Rank-shifts of Fortune 500 Companies CoDS-COMAD [DOI] [PDF] |
2019
| J3 | Pradumn Kumar Pandey, Mayank Singh MSP-N: Multiple selection procedure with ‘N’ possible growth mechanisms PLOS ONE [DOI] [PDF] |
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| C13 | Naman Jain, Mayank Singh The evolving ecosystem of predatory journals: a case study in Indian perspective ICADL [DOI] [PDF] |
| C12 | Rima Hazra, Mayank Singh, Pawan Goyal, Bibhas Adhikari, Animesh Mukherjee The Rise and Rise of Interdisciplinary Research: Understanding the Interaction Dynamics of Three Major Fields–Physics, Mathematics and Computer Science ICADL [DOI] [PDF] |
| C11 | Mayank Singh, Rajdeep Sarkar, Atharva Vyas, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti Automated early leaderboard generation from comparative tables ECIR [DOI] [PDF] |
| W2 | Arik Pamnani, Rajat Goel, Jayesh Choudhari, Mayank Singh IIT Gandhinagar at SemEval-2019 Task 3: contextual emotion detection using deep learning In SemEval at ACL [DOI] [PDF] |
| C10 | Heer Ambavi, Ayush Garg, Nitiksha, Mridul Sharma, Rohit Sharma, Jayesh Choudhary, Mayank Singh BioGen: automated biography generation JCDL [DOI] [PDF] |
| C9 | Naman Jain, Pranjali Jain, Pratik Kayal, Jayakrishna Sahit, Soham Pachpande, Jayesh Choudhary, Mayank Singh AgriBot: agriculture-specific question answer system ICSTEM- Vibrant Gujarat [DOI] [PDF] |
2018
| C8 | Mayank Singh, Pradeep Dogga, Sohan Patro, Dhiraj Barnwal, Ritam Dutt, Rajarshi Haldar, Pawan Goyal, Animesh Mukherjee Cl scholar: The acl anthology knowledge graph miner Demo, NAACL [DOI] [PDF] |
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| S1 | Mayank Singh Understanding Popularity of Academic Entities: From Papers to Authors to Venues In IEEE-TCDL at JCDL [PDF] |
2017
| C7 | Mayank Singh, Rajdeep Sarkar, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti Relay-linking models for prominence and obsolescence in evolving networks SIGKDD [DOI] [PDF] |
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| C6 | Mayank Singh, Ajay Jaiswal, Priya Shree, Arindam Pal, Animesh Mukherjee, Pawan Goyal Understanding the impact of early citers on long-term scientific impact JCDL [DOI] [PDF] |
| C5 | Mayank Singh, Abhishek Niranjan, Divyansh Gupta, Nikhil Angad Bakshi, Animesh Mukherjee, Pawan Goyal Citation sentence reuse behavior of scientists: A case study on massive bibliographic text dataset of computer science JCDL [DOI] [PDF] |
| W1 | Mayank Singh, Soham Dan, Sanyam Agarwal, Pawan Goyal, Animesh Mukherjee AppTechMiner: Mining Applications and Techniques from Scientific Articles In WOSP at JCDL [DOI] [PDF] |
2016
| C4 | Mayank Singh, Barnopriyo Barua, Priyank Palod, Manvi Garg, Sidhartha Satapathy, Samuel Bushi, Kumar Ayush, Krishna Sai Rohith, Tulasi Gamidi, Pawan Goyal, Animesh Mukherjee OCR++: A Robust Framework For Information Extraction from Scholarly Articles COLING [PDF] |
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| J2 | Mayank Singh, Tanmoy Chakraborty, Animesh Mukherjee, Pawan Goyal ConfAssist: A Conflict resolution framework for assisting the categorization of Computer Science conferences JCDL [DOI] [PDF] |
| C3 | Tanmoy Chakraborty, Amrith Krishna, Mayank Singh, Pawan Goyal, Niloy Ganguly, Animesh Mukherjee FeRoSA: A Faceted Recommendation System for Scientific Articles PAKDD [DOI] [PDF] |
2015
| C2 | Mayank Singh, Vikas Patidar, Suhansanu Kumar, Tanmoy Chakraborty, Animesh Mukherjee, Pawan Goyal The role of citation context in predicting long-term citation profiles: An experimental study based on a massive bibliographic text dataset CIKM [DOI] [PDF] |
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| C1 | Mayank Singh, Tanmoy Chakraborty, Animesh Mukherjee, Pawan Goyal ConfAssist: A Conflict resolution framework for assisting the categorization of Computer Science conferences JCDL [DOI] [PDF] |
| J1 | Mayank Singh, Soumajit Pramanik, Tanmoy Chakraborty PubIndia: A Framework for Analyzing Indian Research Publications in Computer Sciences D-Lib Magazine [DOI] [PDF] |