Karthik Sankaranarayanan

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 65

Top Topics

Terrorist Attacks

Story Generation

Natural Language

Question Answering

Top Venues

Proc. VLDB Endow.

Publications

Rajinder Khurmi, Karthik Sankaranarayanan, Glenn Harvel
A Data-driven Approach to Predict Maintenance Delays for Time-based Maintenance. IEEM (2023)
Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. NAACL-HLT (Industry Papers) (2022)
Saneem A. Chemmengath, Soumava Paul, Samarth Bharadwaj, Suranjana Samanta, Karthik Sankaranarayanan
Addressing Target Shift in Zero-shot Learning using Grouped Adversarial Learning. ICCVW (2021)
Ashish R. Mittal, Diptikalyan Saha, Parag Jain, Jaydeep Sen, Manasa Jammi, Karthik Sankaranarayanan
Bootstrapping Chatbot Interfaces to Databases. COMAD/CODS (2021)
Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan
Topic Transferable Table Question Answering. EMNLP (1) (2021)
Tejas I. Dhamecha, V. Rudra Murthy, Samarth Bharadwaj, Karthik Sankaranarayanan, Pushpak Bhattacharyya
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages. EMNLP (1) (2021)
Jaydeep Sen, Diptikalyan Saha, Ashish R. Mittal, Karthik Sankaranarayanan
Optimizing Interpretation Generation in Natural Language Query Answering for Real Time End Users. COMAD/CODS (2021)
Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry. CoRR (2021)
Tejas Indulal Dhamecha, V. Rudra Murthy, Samarth Bharadwaj, Karthik Sankaranarayanan, Pushpak Bhattacharyya
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages. CoRR (2021)
Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan, Tejaswi Seeram, Basil Abraham
Multilingual and code-switching ASR challenges for low resource Indian languages. CoRR (2021)
Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan K. M., Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish R. Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages. Interspeech (2021)
Saneem Ahmed Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan
Topic Transferable Table Question Answering. CoRR (2021)
Esther Heid, Samuel Goldman, Karthik Sankaranarayanan, Connor W. Coley, Christoph Flamm, William H. Green Jr.
EHreact: Extended Hasse Diagrams for the Extraction and Scoring of Enzymatic Reaction Templates. J. Chem. Inf. Model. 61 (10) (2021)
Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
Representation based meta-learning for few-shot spoken intent recognition. CoRR (2021)
Abhijit Mishra, Md. Faisal Mahbub Chowdhury, Sagar Manohar, Dan Gutfreund, Karthik Sankaranarayanan
Template Controllable keywords-to-text Generation. CoRR (2020)
Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition. INTERSPEECH (2020)
Brandon Laughlin, Karthik Sankaranarayanan, Khalil El-Khatib
A Service Architecture Using Machine Learning to Contextualize Anomaly Detection. J. Database Manag. 31 (1) (2020)
Jaydeep Sen, Tanaya Babtiwale, Kanishk Saxena, Yash Butala, Sumit Bhatia, Karthik Sankaranarayanan
Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings. COLING (2020)
Karthik Sankaranarayanan, Chit-Kwan Lin, Gautham N. Chinya
Helper Without Threads: Customized Prefetching for Delinquent Irregular Loads. CoRR (2020)
Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
ATHENA++: Natural Language Querying for Complex Nested SQL Queries. Proc. VLDB Endow. 13 (11) (2020)
Saneem Ahmed Chemmengath, Samarth Bharadwaj, Soumava Paul, Suranjana Samanta, Karthik Sankaranarayanan
Addressing target shift in zero-shot learning using grouped adversarial learning. CoRR (2020)
S. Agrawal, Anush Sankaran, Anirban Laha, Saneem A. Chemmengath, Disha Shrivastava, Karthik Sankaranarayanan
What is deemed computationally creative? IBM J. Res. Dev. 63 (1) (2019)
Jaydeep Sen, Fatma Ozcan, Abdul Quamar, Greg Stager, Ashish R. Mittal, Manasa Jammi, Chuan Lei, Diptikalyan Saha, Karthik Sankaranarayanan
Natural Language Querying of Complex Business Intelligence Queries. SIGMOD Conference (2019)
Ralph Laite, Miguel Lozano, Karthik Sankaranarayanan
Terrorist Group Classification of Historic Terrorist Attacks from The Global Terrorism Database. ICCSE (2019)
Parag Jain, Abhijit Mishra, Amar Prakash Azad, Karthik Sankaranarayanan
Unsupervised Controllable Text Formalization. AAAI (2019)
Brandon Laughlin, Christopher Collins, Karthik Sankaranarayanan, Khalil El-Khatib
A Visual Analytics Framework for Adversarial Text Generation. VizSEC (2019)
Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs. Trans. Assoc. Comput. Linguistics 7 (2019)
Abhijit Mishra, Tarun Tater, Karthik Sankaranarayanan
A Modular Architecture for Unsupervised Sarcasm Generation. EMNLP/IJCNLP (1) (2019)
Anirban Laha, Parag Jain, Abhijit Mishra, Karthik Sankaranarayanan
Scalable Micro-planned Generation of Discourse from Structured Data. Comput. Linguistics 45 (4) (2019)
Abhijit Mishra, Anirban Laha, Karthik Sankaranarayanan, Parag Jain, Saravanan Krishnan
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective. ACL (4) (2019)
Priyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
Unified Semantic Parsing with Weak Supervision. ACL (1) (2019)
Stephen J. Tarsa, Rangeen Basu Roy Chowdhury, Julien Sebot, Gautham N. Chinya, Jayesh Gaur, Karthik Sankaranarayanan, Chit-Kwan Lin, Robert Chappell, Ronak Singhal, Hong Wang
Post-silicon CPU adaptation made practical using machine learning. ISCA (2019)
Priyanka Agrawal, Parag Jain, Ayushi Dalmia, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
Unified Semantic Parsing with Weak Supervision. CoRR (2019)
Sai Surya, Abhijit Mishra, Anirban Laha, Parag Jain, Karthik Sankaranarayanan
Unsupervised Neural Text Simplification. ACL (1) (2019)
Brandon Laughlin, Christopher Collins, Karthik Sankaranarayanan, Khalil El-Khatib
A Visual Analytics Framework for Adversarial Text Generation. CoRR (2019)
Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, Soumen Chakrabarti
Neural Program Induction for KBQA Without Gold Programs or Query Annotations. IJCAI (2019)
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty
A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization. CoRR (2018)
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph. CoRR (2018)
Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan
Towards Building Large Scale Multimodal Domain-Aware Conversation Systems. AAAI (2018)
Sai Surya, Abhijit Mishra, Anirban Laha, Parag Jain, Karthik Sankaranarayanan
Unsupervised Neural Text Simplification. CoRR (2018)
Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization. NAACL-HLT (2018)
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension. ACL (1) (2018)
Sultan Basudan, Abdulrahman Alamer, Xiaodong Lin, Karthik Sankaranarayanan
Efficient Deduplicated Reporting in Fog-Assisted Vehicular Crowdsensing. iThings/GreenCom/CPSCom/SmartData (2018)
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension. CoRR (2018)
Jaydeep Sen, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems. IJCAI (2018)
Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
An Ontology based Dialog Interface to Database. SIGMOD Conference (2018)
Anirban Laha, Saneem A. Chemmengath, Priyanka Agrawal, Mitesh M. Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy
On Controllable Sparse Alternatives to Softmax. CoRR (2018)
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph. AAAI (2018)
Anirban Laha, Parag Jain, Abhijit Mishra, Karthik Sankaranarayanan
Scalable Micro-planned Generation of Discourse from Structured Data. CoRR (2018)
Parag Jain, Abhijit Mishra, Amar Prakash Azad, Karthik Sankaranarayanan
Unsupervised Controllable Text Formalization. CoRR (2018)
Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan
Tooling Framework for Instantiating Natural Language Querying System. Proc. VLDB Endow. 11 (12) (2018)
Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization. CoRR (2018)
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization. NAACL-HLT (2) (2018)
Disha Shrivastava, Abhijit Mishra, Karthik Sankaranarayanan
Modeling Topical Coherence in Discourse without Supervision. CoRR (2018)
Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
Ontology-Based Natural Language Query Interfaces for Data Exploration. IEEE Data Eng. Bull. 41 (3) (2018)
Anirban Laha, Saneem Ahmed Chemmengath, Priyanka Agrawal, Mitesh M. Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy
On Controllable Sparse Alternatives to Softmax. NeurIPS (2018)
Sultan Basudan, Xiaodong Lin, Karthik Sankaranarayanan
An Efficient Compromised Node Revocation Scheme in Fog-Assisted Vehicular Crowdsensing. GLOBECOM (2017)
Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. 10 (12) (2017)
Parag Jain, Priyanka Agrawal, Abhijit Mishra, Mohak Sukhwani, Anirban Laha, Karthik Sankaranarayanan
Story Generation from Sequence of Independent Short Descriptions. CoRR (2017)
Disha Shrivastava, C. G. Saneem Ahmed, Anirban Laha, Karthik Sankaranarayanan
A Machine Learning Approach for Evaluating Creative Artifacts. CoRR (2017)
Cameron Chodan, Pejman Mirza-Babaei, Karthik Sankaranarayanan
Safety Does Not Happen by Accident, Can Gaming Help Improve Occupational Health and Safety in Organizations? HCI (17) (2017)
Sultan Basudan, Xiaodong Lin, Karthik Sankaranarayanan
A Privacy-Preserving Vehicular Crowdsensing-Based Road Surface Condition Monitoring System Using Fog Computing. IEEE Internet Things J. 4 (3) (2017)
Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan
Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations. CoRR (2017)
Diptikalyan Saha, Avrilia Floratou, Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R. Mittal, Fatma Özcan
ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores. Proc. VLDB Endow. 9 (12) (2016)
Ralph Laite, Nataliya Portman, Karthik Sankaranarayanan
Behavioral analysis of agent based service channel design using neural networks. WSC (2016)
Amit Dhurandhar, Karthik Sankaranarayanan
Improving classification performance through selective instance completion. Mach. Learn. 100 (2-3) (2015)
Karthik Sankaranarayanan, Pejman Mirza-Babaei, Frederico Da Rocha Tomé Filho
Video games to the rescue: Can game design make software based lab experiments engaging? GEM (2015)
Karthik Sankaranarayanan, Carlos Arturo Delgado Alvarez, Ann van Ackere, Erik Reimer Larsen
The micro-dynamics of queuing: understanding the formation of queues. J. Simulation 8 (4) (2014)
Senthil Mani, Karthik Sankaranarayanan, Vibha Singhal Sinha, Premkumar T. Devanbu
Panning requirement nuggets in stream of software maintenance tickets. SIGSOFT FSE (2014)
Karthik Sankaranarayanan, Brett H. Meyer, Wei Huang, Robert J. Ribando, Hossein Haj-Hariri, Mircea R. Stan, Kevin Skadron
Architectural implications of spatial thermal filtering. Integr. 46 (1) (2013)
Karthik Sankaranarayanan, Amit Dhurandhar
Intelligently querying incomplete instances for improving classification performance. CIKM (2013)
Karthik Sankaranarayanan, James W. Davis
Segmentation and scene modeling for MIL-based target localization. ICPR (2012)
Karthik Sankaranarayanan, James W. Davis
One-Class Multiple Instance Learning and Applications to Target Tracking. ACCV (3) (2012)
Karthik Sankaranarayanan, Carlos Arturo Delgado Alvarez, Erik Reimer Larsen, Ann van Ackere
Study on Queuing Behavior in a Multichannel Service Facility using Experimental Methods. ICORES (2012)
Karthik Sankaranarayanan, James W. Davis
Object association across PTZ cameras using logistic MIL. CVPR (2011)
Karthik Sankaranarayanan, Brett H. Meyer, Mircea R. Stan, Kevin Skadron
Thermal benefit of multi-core floorplanning: A limits study. Sustain. Comput. Informatics Syst. 1 (4) (2011)
Carlos Arturo Delgado Alvarez, Ann van Ackere, Karthik Sankaranarayanan, Erik Reimer Larsen
Modelling Decisions Under Uncertainty In A Behavioural Queuing System. ECMS (2011)
Karthik Sankaranarayanan, Ming-Ching Chang, Nils Krahnstoever
Tracking gaze direction from far-field surveillance cameras. WACV (2011)
Karthik Sankaranarayanan, James W. Davis
Learning Directed Intention-driven Activities using Co-Clustering. AVSS (2010)
Karthik Sankaranarayanan, James W. Davis
PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping. ACCV (2) (2010)
Karthik Sankaranarayanan, James W. Davis
Attention-Based Target Localization Using Multiple Instance Learning. ISVC (1) (2010)
Karthik Sankaranarayanan, James W. Davis
An Efficient Active Camera Model for Video Surveillance. WACV (2008)
Wei Huang, Karthik Sankaranarayanan, Kevin Skadron, Robert J. Ribando, Mircea R. Stan
Accurate, Pre-RTL Temperature-Aware Design Using a Parameterized, Geometric Thermal Model. IEEE Trans. Computers 57 (9) (2008)
Karthik Sankaranarayanan, James W. Davis
A Fast Linear Registration Framework for Multi-camera GIS Coordination. AVSS (2008)
Wei Huang, Mircea R. Stan, Karthik Sankaranarayanan, Robert J. Ribando, Kevin Skadron
Many-core design from a thermal perspective. DAC (2008)
Wei Huang, Shougata Ghosh, Sivakumar Velusamy, Karthik Sankaranarayanan, Kevin Skadron, Mircea R. Stan
HotSpot: A Compact Thermal Modeling Methodology for Early-Stage VLSI Design. IEEE Trans. Very Large Scale Integr. Syst. 14 (5) (2006)
Karthik Sankaranarayanan, Sivakumar Velusamy, Mircea R. Stan, Kevin Skadron
A Case for Thermal-Aware Floorplanning at the Microarchitectural Level. J. Instr. Level Parallelism 7 (2005)
Karthik Sankaranarayanan, Kevin Skadron
Profile-based adaptation for cache decay. ACM Trans. Archit. Code Optim. 1 (3) (2004)
Kevin Skadron, Mircea R. Stan, Karthik Sankaranarayanan, Wei Huang, Sivakumar Velusamy, David Tarjan
Temperature-aware microarchitecture: Modeling and implementation. ACM Trans. Archit. Code Optim. 1 (1) (2004)
Yingmin Li, Dharmesh Parikh, Yan Zhang, Karthik Sankaranarayanan, Mircea R. Stan, Kevin Skadron
State-Preserving vs. Non-State-Preserving Leakage Control in Caches. DATE (2004)
Wei Huang, Mircea R. Stan, Kevin Skadron, Karthik Sankaranarayanan, Shougata Ghosh, Sivakumar Velusamy
Compact thermal modeling for temperature-aware design. DAC (2004)
Mircea R. Stan, Kevin Skadron, Marco Barcella, Wei Huang, Karthik Sankaranarayanan, Sivakumar Velusamy
HotSpot: a dynamic compact thermal model at the processor-architecture level. Microelectron. J. 34 (12) (2003)
Kevin Skadron, Mircea R. Stan, Wei Huang, Sivakumar Velusamy, Karthik Sankaranarayanan, David Tarjan
Temperature-Aware Microarchitecture. ISCA (2003)
Kevin Skadron, Mircea R. Stan, Wei Huang, Sivakumar Velusamy, Karthik Sankaranarayanan, David Tarjan
Temperature-Aware Computer Systems: Opportunities and Challenges. IEEE Micro 23 (6) (2003)
Ranjani Parthasarathi, Easwaran Raman, Karthik Sankaranarayanan, Lakshmi N. Chakrapani
A Reconfigurable Co-Processor for Variable Long Precision Arithmetic Using Indian Algorithms. FCCM (2001)