Karthik Sankaranarayanan

96 papers A* 11A 6B 5C 3Misc 2Journal 44Unranked 25
YearRankTypeTitle / Venue / Authors
2023 — conf
A Data-driven Approach to Predict Maintenance Delays for Time-based Maintenance.
IEEM
Rajinder Khurmi, Karthik Sankaranarayanan, Glenn Harvel
2022 — conf
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry.
NAACL-HLT (Industry Papers)
Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
2021 J jnl
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry.
CoRR
Yannis Katsis, Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Mustafa Canim, Michael R. Glass, Alfio Gliozzo, Feifei Pan, Jaydeep Sen, Karthik Sankaranarayanan, Soumen Chakrabarti
2021 — conf
Addressing Target Shift in Zero-shot Learning using Grouped Adversarial Learning.
ICCVW
Saneem A. Chemmengath, Soumava Paul, Samarth Bharadwaj, Suranjana Samanta, Karthik Sankaranarayanan
2021 — conf
Bootstrapping Chatbot Interfaces to Databases.
COMAD/CODS
Ashish R. Mittal, Diptikalyan Saha, Parag Jain, Jaydeep Sen, Manasa Jammi, Karthik Sankaranarayanan
2021 — conf
Condition Based Maintenance in Nuclear Power Plants: Limitations & Practicality.
IEEM
Rajinder Khurmi, Karthik Sankaranarayanan, Glenn Harvel
2021 J jnl
EHreact: Extended Hasse Diagrams for the Extraction and Scoring of Enzymatic Reaction Templates.
J. Chem. Inf. Model.
Esther Heid, Samuel Goldman, Karthik Sankaranarayanan, Connor W. Coley, Christoph Flamm, William H. Green Jr.
2021 A conf
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages.
Interspeech
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
2021 J jnl
Multilingual and code-switching ASR challenges for low resource Indian languages.
CoRR
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
2021 — conf
Optimizing Interpretation Generation in Natural Language Query Answering for Real Time End Users.
COMAD/CODS
Jaydeep Sen, Diptikalyan Saha, Ashish R. Mittal, Karthik Sankaranarayanan
2021 J jnl
Representation based meta-learning for few-shot spoken intent recognition.
CoRR
Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
2021 — conf
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages.
EMNLP (1)
Tejas I. Dhamecha, V. Rudra Murthy, Samarth Bharadwaj, Karthik Sankaranarayanan, Pushpak Bhattacharyya
2021 J jnl
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages.
CoRR
Tejas Indulal Dhamecha, V. Rudra Murthy, Samarth Bharadwaj, Karthik Sankaranarayanan, Pushpak Bhattacharyya
2021 — conf
Topic Transferable Table Question Answering.
EMNLP (1)
Saneem A. Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan
2021 J jnl
Topic Transferable Table Question Answering.
CoRR
Saneem Ahmed Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan
2020 J jnl
A Service Architecture Using Machine Learning to Contextualize Anomaly Detection.
J. Database Manag.
Brandon Laughlin, Karthik Sankaranarayanan, Khalil El-Khatib
2020 J jnl
ATHENA++: Natural Language Querying for Complex Nested SQL Queries.
Proc. VLDB Endow.
Jaydeep Sen, Chuan Lei, Abdul Quamar, Fatma Özcan, Vasilis Efthymiou, Ayushi Dalmia, Greg Stager, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
2020 J jnl
Addressing target shift in zero-shot learning using grouped adversarial learning.
CoRR
Saneem Ahmed Chemmengath, Samarth Bharadwaj, Soumava Paul, Suranjana Samanta, Karthik Sankaranarayanan
2020 J jnl
Helper Without Threads: Customized Prefetching for Delinquent Irregular Loads.
CoRR
Karthik Sankaranarayanan, Chit-Kwan Lin, Gautham N. Chinya
2020 A conf
Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition.
INTERSPEECH
Ashish R. Mittal, Samarth Bharadwaj, Shreya Khare, Saneem A. Chemmengath, Karthik Sankaranarayanan, Brian Kingsbury
2020 B conf
Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings.
COLING
Jaydeep Sen, Tanaya Babtiwale, Kanishk Saxena, Yash Butala, Sumit Bhatia, Karthik Sankaranarayanan
2020 J jnl
Template Controllable keywords-to-text Generation.
CoRR
Abhijit Mishra, Md. Faisal Mahbub Chowdhury, Sagar Manohar, Dan Gutfreund, Karthik Sankaranarayanan
2019 — conf
A Modular Architecture for Unsupervised Sarcasm Generation.
EMNLP/IJCNLP (1)
Abhijit Mishra, Tarun Tater, Karthik Sankaranarayanan
2019 C conf
A Visual Analytics Framework for Adversarial Text Generation.
VizSEC
Brandon Laughlin, Christopher Collins, Karthik Sankaranarayanan, Khalil El-Khatib
2019 J jnl
A Visual Analytics Framework for Adversarial Text Generation.
CoRR
Brandon Laughlin, Christopher Collins, Karthik Sankaranarayanan, Khalil El-Khatib
2019 J jnl
Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs.
Trans. Assoc. Comput. Linguistics
Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti
2019 — conf
Natural Language Querying of Complex Business Intelligence Queries.
SIGMOD Conference
Jaydeep Sen, Fatma Ozcan, Abdul Quamar, Greg Stager, Ashish R. Mittal, Manasa Jammi, Chuan Lei, Diptikalyan Saha, Karthik Sankaranarayanan
2019 A* conf
Neural Program Induction for KBQA Without Gold Programs or Query Annotations.
IJCAI
Ghulam Ahmed Ansari, Amrita Saha, Vishwajeet Kumar, Mohan Bhambhani, Karthik Sankaranarayanan, Soumen Chakrabarti
2019 A* conf
Post-silicon CPU adaptation made practical using machine learning.
ISCA
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
2019 J jnl
Scalable Micro-planned Generation of Discourse from Structured Data.
Comput. Linguistics
Anirban Laha, Parag Jain, Abhijit Mishra, Karthik Sankaranarayanan
2019 — conf
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective.
ACL (4)
Abhijit Mishra, Anirban Laha, Karthik Sankaranarayanan, Parag Jain, Saravanan Krishnan
2019 — conf
Terrorist Group Classification of Historic Terrorist Attacks from The Global Terrorism Database.
ICCSE
Ralph Laite, Miguel Lozano Gonzalez, Karthik Sankaranarayanan
2019 — conf
Unified Semantic Parsing with Weak Supervision.
ACL (1)
Priyanka Agrawal, Ayushi Dalmia, Parag Jain, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
2019 J jnl
Unified Semantic Parsing with Weak Supervision.
CoRR
Priyanka Agrawal, Parag Jain, Ayushi Dalmia, Abhishek Bansal, Ashish R. Mittal, Karthik Sankaranarayanan
2019 A* conf
Unsupervised Controllable Text Formalization.
AAAI
Parag Jain, Abhijit Mishra, Amar Prakash Azad, Karthik Sankaranarayanan
2019 — conf
Unsupervised Neural Text Simplification.
ACL (1)
Sai Surya, Abhijit Mishra, Anirban Laha, Parag Jain, Karthik Sankaranarayanan
2019 J jnl
What is deemed computationally creative?
IBM J. Res. Dev.
S. Agrawal, Anush Sankaran, Anirban Laha, Saneem A. Chemmengath, Disha Shrivastava, Karthik Sankaranarayanan
2018 — conf
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization.
NAACL-HLT (2)
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty
2018 J jnl
A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization.
CoRR
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty
2018 — conf
An Ontology based Dialog Interface to Database.
SIGMOD Conference
Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
2018 A* conf
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph.
AAAI
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
2018 J jnl
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph.
CoRR
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar
2018 — conf
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension.
ACL (1)
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan
2018 J jnl
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension.
CoRR
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan
2018 — conf
Efficient Deduplicated Reporting in Fog-Assisted Vehicular Crowdsensing.
iThings/GreenCom/CPSCom/SmartData
Sultan Basudan, Abdulrahman Alamer, Xiaodong Lin, Karthik Sankaranarayanan
2018 A* conf
Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems.
IJCAI
Jaydeep Sen, Ashish R. Mittal, Diptikalyan Saha, Karthik Sankaranarayanan
2018 — conf
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization.
NAACL-HLT
Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra
2018 J jnl
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization.
CoRR
Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra
2018 J jnl
Modeling Topical Coherence in Discourse without Supervision.
CoRR
Disha Shrivastava, Abhijit Mishra, Karthik Sankaranarayanan
2018 A* conf
On Controllable Sparse Alternatives to Softmax.
NeurIPS
Anirban Laha, Saneem Ahmed Chemmengath, Priyanka Agrawal, Mitesh M. Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy
2018 J jnl
On Controllable Sparse Alternatives to Softmax.
CoRR
Anirban Laha, Saneem A. Chemmengath, Priyanka Agrawal, Mitesh M. Khapra, Karthik Sankaranarayanan, Harish G. Ramaswamy
2018 J jnl
Ontology-Based Natural Language Query Interfaces for Data Exploration.
IEEE Data Eng. Bull.
Chuan Lei, Fatma Özcan, Abdul Quamar, Ashish R. Mittal, Jaydeep Sen, Diptikalyan Saha, Karthik Sankaranarayanan
2018 J jnl
Scalable Micro-planned Generation of Discourse from Structured Data.
CoRR
Anirban Laha, Parag Jain, Abhijit Mishra, Karthik Sankaranarayanan
2018 J jnl
Tooling Framework for Instantiating Natural Language Querying System.
Proc. VLDB Endow.
Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan
2018 A* conf
Towards Building Large Scale Multimodal Domain-Aware Conversation Systems.
AAAI
Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan
2018 J jnl
Unsupervised Controllable Text Formalization.
CoRR
Parag Jain, Abhijit Mishra, Amar Prakash Azad, Karthik Sankaranarayanan
2018 J jnl
Unsupervised Neural Text Simplification.
CoRR
Sai Surya, Abhijit Mishra, Anirban Laha, Parag Jain, Karthik Sankaranarayanan
2017 J jnl
A Machine Learning Approach for Evaluating Creative Artifacts.
CoRR
Disha Shrivastava, C. G. Saneem Ahmed, Anirban Laha, Karthik Sankaranarayanan
2017 J jnl
A Privacy-Preserving Vehicular Crowdsensing-Based Road Surface Condition Monitoring System Using Fog Computing.
IEEE Internet Things J.
Sultan Basudan, Xiaodong Lin, Karthik Sankaranarayanan
2017 B conf
An Efficient Compromised Node Revocation Scheme in Fog-Assisted Vehicular Crowdsensing.
GLOBECOM
Sultan Basudan, Xiaodong Lin, Karthik Sankaranarayanan
2017 J jnl
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases.
Proc. VLDB Endow.
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
2017 J jnl
Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations.
CoRR
Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan
2017 — conf
Safety Does Not Happen by Accident, Can Gaming Help Improve Occupational Health and Safety in Organizations?
HCI (17)
Cameron Chodan, Pejman Mirza-Babaei, Karthik Sankaranarayanan
2017 J jnl
Story Generation from Sequence of Independent Short Descriptions.
CoRR
Parag Jain, Priyanka Agrawal, Abhijit Mishra, Mohak Sukhwani, Anirban Laha, Karthik Sankaranarayanan
2016 J jnl
ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores.
Proc. VLDB Endow.
Diptikalyan Saha, Avrilia Floratou, Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R. Mittal, Fatma Özcan
2016 Misc conf
Behavioral analysis of agent based service channel design using neural networks.
WSC
Ralph Laite, Nataliya Portman, Karthik Sankaranarayanan
2015 J jnl
Improving classification performance through selective instance completion.
Mach. Learn.
Amit Dhurandhar, Karthik Sankaranarayanan
2015 — conf
Video games to the rescue: Can game design make software based lab experiments engaging?
GEM
Karthik Sankaranarayanan, Pejman Mirza-Babaei, Frederico Da Rocha Tomé Filho
2014 — conf
Panning requirement nuggets in stream of software maintenance tickets.
SIGSOFT FSE
Senthil Mani, Karthik Sankaranarayanan, Vibha Singhal Sinha, Premkumar T. Devanbu
2014 J jnl
The micro-dynamics of queuing: understanding the formation of queues.
J. Simulation
Karthik Sankaranarayanan, Carlos Arturo Delgado Alvarez, Ann van Ackere, Erik Reimer Larsen
2013 J jnl
Architectural implications of spatial thermal filtering.
Integr.
Karthik Sankaranarayanan, Brett H. Meyer, Wei Huang, Robert J. Ribando, Hossein Haj-Hariri, Mircea R. Stan, Kevin Skadron
2013 A conf
Intelligently querying incomplete instances for improving classification performance.
CIKM
Karthik Sankaranarayanan, Amit Dhurandhar
2012 — conf
One-Class Multiple Instance Learning and Applications to Target Tracking.
ACCV (3)
Karthik Sankaranarayanan, James W. Davis
2012 B conf
Segmentation and scene modeling for MIL-based target localization.
ICPR
Karthik Sankaranarayanan, James W. Davis
2012 C conf
Study on Queuing Behavior in a Multichannel Service Facility using Experimental Methods.
ICORES
Karthik Sankaranarayanan, Carlos Arturo Delgado Alvarez, Erik Reimer Larsen, Ann van Ackere
2011 C conf
Modelling Decisions Under Uncertainty In A Behavioural Queuing System.
ECMS
Carlos Arturo Delgado Alvarez, Ann van Ackere, Karthik Sankaranarayanan, Erik Reimer Larsen
2011 A* conf
Object association across PTZ cameras using logistic MIL.
CVPR
Karthik Sankaranarayanan, James W. Davis
2011 J jnl
Thermal benefit of multi-core floorplanning: A limits study.
Sustain. Comput. Informatics Syst.
Karthik Sankaranarayanan, Brett H. Meyer, Mircea R. Stan, Kevin Skadron
2011 A conf
Tracking gaze direction from far-field surveillance cameras.
WACV
Karthik Sankaranarayanan, Ming-Ching Chang, Nils Krahnstoever
2010 — conf
Attention-Based Target Localization Using Multiple Instance Learning.
ISVC (1)
Karthik Sankaranarayanan, James W. Davis
2010 B conf
Learning Directed Intention-driven Activities using Co-Clustering.
AVSS
Karthik Sankaranarayanan, James W. Davis
2010 — conf
PTZ Camera Modeling and Panoramic View Generation via Focal Plane Mapping.
ACCV (2)
Karthik Sankaranarayanan, James W. Davis
2008 B conf
A Fast Linear Registration Framework for Multi-camera GIS Coordination.
AVSS
Karthik Sankaranarayanan, James W. Davis
2008 J jnl
Accurate, Pre-RTL Temperature-Aware Design Using a Parameterized, Geometric Thermal Model.
IEEE Trans. Computers
Wei Huang, Karthik Sankaranarayanan, Kevin Skadron, Robert J. Ribando, Mircea R. Stan
2008 A conf
An Efficient Active Camera Model for Video Surveillance.
WACV
Karthik Sankaranarayanan, James W. Davis
2008 A* conf
Many-core design from a thermal perspective.
DAC
Wei Huang, Mircea R. Stan, Karthik Sankaranarayanan, Robert J. Ribando, Kevin Skadron
2006 J jnl
HotSpot: A Compact Thermal Modeling Methodology for Early-Stage VLSI Design.
IEEE Trans. Very Large Scale Integr. Syst.
Wei Huang, Shougata Ghosh, Sivakumar Velusamy, Karthik Sankaranarayanan, Kevin Skadron, Mircea R. Stan
2005 J jnl
A Case for Thermal-Aware Floorplanning at the Microarchitectural Level.
J. Instr. Level Parallelism
Karthik Sankaranarayanan, Sivakumar Velusamy, Mircea R. Stan, Kevin Skadron
2004 A* conf
Compact thermal modeling for temperature-aware design.
DAC
Wei Huang, Mircea R. Stan, Kevin Skadron, Karthik Sankaranarayanan, Shougata Ghosh, Sivakumar Velusamy
2004 J jnl
Profile-based adaptation for cache decay.
ACM Trans. Archit. Code Optim.
Karthik Sankaranarayanan, Kevin Skadron
2004 A conf
State-Preserving vs. Non-State-Preserving Leakage Control in Caches.
DATE
Yingmin Li, Dharmesh Parikh, Yan Zhang, Karthik Sankaranarayanan, Mircea R. Stan, Kevin Skadron
2004 J jnl
Temperature-aware microarchitecture: Modeling and implementation.
ACM Trans. Archit. Code Optim.
Kevin Skadron, Mircea R. Stan, Karthik Sankaranarayanan, Wei Huang, Sivakumar Velusamy, David Tarjan
2003 J jnl
HotSpot: a dynamic compact thermal model at the processor-architecture level.
Microelectron. J.
Mircea R. Stan, Kevin Skadron, Marco Barcella, Wei Huang, Karthik Sankaranarayanan, Sivakumar Velusamy
2003 J jnl
Temperature-Aware Computer Systems: Opportunities and Challenges.
IEEE Micro
Kevin Skadron, Mircea R. Stan, Wei Huang, Sivakumar Velusamy, Karthik Sankaranarayanan, David Tarjan
2003 A* conf
Temperature-Aware Microarchitecture.
ISCA
Kevin Skadron, Mircea R. Stan, Wei Huang, Sivakumar Velusamy, Karthik Sankaranarayanan, David Tarjan
2001 Misc conf
A Reconfigurable Co-Processor for Variable Long Precision Arithmetic Using Indian Algorithms.
FCCM
Ranjani Parthasarathi, Easwaran Raman, Karthik Sankaranarayanan, Lakshmi N. Chakrapani