Home > Academics > Academic Units > Faculty of Engineering and Architecture (FoE&A) > Computer Science and Engineering > Pawan Goyal
Ph.D.
Associate Professor
Computer Science and Engineering
My research focuses mainly on text mining for information extraction from the Web, Social Media and scholarly articles. Some of the research problems that I am tackling include extracting and summarizing diverse opinions from online news and user generated content, summarizing tweets in disaster scenario for situational updates, and developing effective dialog models.
I am also actively working in the field of Sanskrit Computational Linguistics, where the focus is on developing a generic framework for solving a variety of NLP tasks such as word segmentation, morph analysis, dependency parsing, poetry to prose conversion, with a little task-specific annotated data.
The role of citation context in predicting long-term citation profiles: an experimental study based on a massive bibliographic text dataset by Singh, Mayank, Patidar, Vikas, Kumar, Suhansanu, Chakraborty, Tanmoy, Mukherjee, Animesh and Goyal, Pawan 24th ACM Conference on Information and Knowledge Management (CIKM) - (2015)
Extracting Situational Information from Microblogs during Disaster Events: A Classification-Summarization Approach by Rudra, Koustav, Ghosh, Shubham, Ganguly, Niloy, Goyal, Pawan and Ghosh, Saptarshi 24th ACM Conference on Information and Knowledge Management (CIKM) - (2015)
On the formation of circles in co-authorship networks by Chakraborty, Tanmoy, Patranabis, Sikhar, Goyal, Pawan and Mukherjee, Animesh 21st ACM SIGKDD - (2015)
Thats sick dude!: Automatic identification of word sense change across different timescales by Mitra, Sunny, Mitra, Ritwik, Riedl, Martin, Biemann, Chris, Mukherjee, Animesh and Goyal, Pawan 52nd Annual Meeting of the Association for Computational Linguistics (ACL) 1020-1029 (2014)
On the categorization of scientific citation profiles in computer sciences by Chakraborty, Tanmoy, Kumar, Suhansanu, Goyal, Pawan, Ganguly, Niloy and Mukherjee, Animesh Communications of the ACM Vol. 58, No. 9 82-90 (2015)
A Context based Word Indexing Model for Document Summarization by Goyal, Pawan, Behera, Laxmidhar and McGinnity, TM IEEE Transactions on Knowledge and Data Engineering Vol. 25 No. 8 1693-1705 (2013)
Query Representation through Lexical Association for Information Retrieval by Goyal, Pawan, Behera, Laxmidhar and McGinnity, TM IEEE Transactions on Knowledge and Data Engineering Vol. 24 No. 12 2260-2273 (2012)
Towards a Stratified Learning Approach to Predict Future Citation Counts by Chakraborty, Tanmoy, Kumar, Suhansanu, Goyal, Pawan, Ganguly, Niloy and Mukherjee, Animesh ACM/IEEE Joint Conference on Digital Libraries (JCDL) 351 - 360 (2014)
An automatic approach to identify word sense changes in text media across timescales by Mitra, Sunny, Mitra, Ritwik, Maity, Suman Kalyan, Riedl, Martin, Biemann, Chris, Goyal, Pawan and Mukherjee, Animesh JNLE special issue on Graph Methods for NLP Cambridge University Press - (2014)
Relay-Linking Models for Prominence and Obsolescence in Evolving Networks by Singh M., Sarkar R. , Goyal P. , Mukherjee A. , Chakrabarti S. KDD - (2017)
Unrestricted grant for research in social networks and user-generated content Dr. M Chelliah, Head, Academic Relations, Yahoo India R & D
Unrestricted Travel Grant Various Institutes/Organisations
Language Understanding Via Commonsense Reasoning and Latent Concept Modeling for Effective Dialog Models Google Asia Pacific Pte Ltd.
FinTalk: A Collaborative Platform for Extracting Highlights and Summaries from Financial Documents via Continuous Curation,Evaluation and Feedback Goldman Sachs Services Private Limited
An Interpretable Unified Framework for Text-to-Text Translation among Indian Languages using Sanskrit-based Interlingua Representation under the project titled National Language Translation Mission (NLTM):BHASHINI Ministry of Electronics and Information Technology
Voice based Natural Interaction for Goal Oriented Tasks in Healthcare I-HUB FOUNDATION FOR COBOTICS (IHFC)
Unrestricted Grant for Research in Review Mining FLIPKART INTERNET PRIVATE LIMITED
Multilingual Dialogue as a Novel Framework for AutoSuggest MICROSOFT INDIA (R and D) PRIVATE LIMITED
Prediction of Properties of Materials INDO KOREA SCIENCE AND TECHNOLOGY CENTER
AI/ML Techniques for Online Shopping (Parent Project) Flipkart Internet Private Limited
AI/ML Techniques for Online Shopping (Sub Project III) Flipkart Internet Private Limited
Generating Actionable and Reliable Summaries from Social Media in a Post-Disaster Scenario Apex Committee of SPARC
Natural Language Processing for Data and Texts for the Material Science Literature: Phase II INDO KOREA SCIENCE AND TECHNOLOGY CENTER
Cognitive Stimuli : Detecting and Generating Exaggeration in Online and Social Media Content Adobe Systems Inc
Google Unrestricted Fund for Social Computing GOOGLE INDIA PRIVATE LIMTED
Targeted Blass in Indian Media Outlets FACEBOOK INDIA ONLINE SERVICES PRIVATE LIMITED
Behavior Modeling in Multi-sensor Environments - Integrating Environment Sensing, Human Sensing and Social Sensing for Rich Insights Tata Consultancy Services Limited (TCS Ltd)
Development and Demonstration of Integrated InstrumentationSystem for Quantitative Detection of Water Contaminants withInformation Database for Surveillance of Waterborne Diseases Department of Science and Technology (DST)
Development and Demonstration of Integrated Instrumentation System for Quantitative Detection of Water Contaminants with Information Database for Surveillance of Waterborne Diseases Ministry of Electronics and Information Technology
Development and Demonstration of Integrated Instrumentation System for Quantitative Detection of Water Contaminants with Information Database for Surveillance of Waterborne Diseases Department of Science and Technology
Where the Mind is Without Fear - Developing Enablers for Safe Communication in Online Social Networks Apex Committee of SPARC
Mayank Bhasin
Area of Research: Spatio-temporal structure of concept representation
Harshit
Area of Research: Visual concept representation
Kalyani Roy
Area of Research: Text Mining
Rajdeep Mukherjee
Area of Research: Web Mining
Bishal Santra
Area of Research: Dialogue System, Text Mining
Aniruddha Roy
Area of Research: Natural Language Processing
Souvic Chakraborty
Area of Research: Language dynamics in social and text media -- application of novel neural approaches
Sujoy Sarkar
Area of Research: Text Mining
Abhilash Nandy
Area of Research: Information Retrieval
Ankan Mullick
Area of Research: Natural Language Processing
Shounak Paul
Area of Research: Natural Language Processing on Legal Text
Sujeet Kumar
Area of Research: Natural Language Processing
Omprakash Sonie
Area of Research: Natural Language Processing
Kishalay Das
Area of Research: Graphs and ML
Subhendu Khatuya
Area of Research: Natural Language Processing
Samik Datta
Area of Research: Learning on Graphs
Shreyas S
Area of Research: Learning on Graphs
J Manoj Balaji
Area of Research: Sanskrit Computational Linguistics
Sinchani Chakraborty
Area of Research: Text Mining
Sayantan Basu
Area of Research: Natural language processing
Soumya Sharma
Area of Research: Natural Language Processing
Akash Ghosh
Area of Research: Natural Language Processing
Sourjyadip Ray
Area of Research: Vision and Language
Kunal Kingkar Das
Area of Research: Vision and Language
Pretam Ray
Area of Research: Natural Language Processing
