Shajith Ikbal

48 papers A* 5A 12B 1C 1Misc 2Journal 14Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants.
CoRR
G. P. Shrivatsa Bhargav, Sumit Neelam, Udit Sharma, Shajith Ikbal, Dheeraj Sreedhar, Hima Karanam, Sachindra Joshi, Pankaj Dhoolia, Dinesh Garg, Kyle Croutwater, Haode Qi, Eric Wayne, J. William Murdock
2024 — conf
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks.
EMNLP (Industry Track)
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, G. P. Shrivatsa Bhargav, Maxwell Crouse, R. Chulaka Gunasekara, Shajith Ikbal, Sachindra Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi
2024 J jnl
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks.
CoRR
Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, GP Bhargav, Maxwell Crouse, R. Chulaka Gunasekara, Shajith Ikbal, Sachin Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi
2023 A* conf
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations.
IJCAI
Achille Fokoue, Ibrahim Abdelaziz, Maxwell Crouse, Shajith Ikbal, Akihiro Kishimoto, Guilherme Lima, Ndivhuwo Makondo, Radu Marinescu
2023 J jnl
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations.
CoRR
Achille Fokoue, Ibrahim Abdelaziz, Maxwell Crouse, Shajith Ikbal, Akihiro Kishimoto, Guilherme Lima, Ndivhuwo Makondo, Radu Marinescu
2023 A* conf
Best of Both Worlds: Towards Improving Temporal Knowledge Base Question Answering via Targeted Fact Extraction.
EMNLP
Nithish Kannen, Udit Sharma, Sumit Neelam, Dinesh Khandelwal, Shajith Ikbal, Hima Karanam, L. Venkata Subramaniam
2023 J jnl
Learning to Guide a Saturation-Based Theorem Prover.
IEEE Trans. Pattern Anal. Mach. Intell.
Ibrahim Abdelaziz, Maxwell Crouse, Bassem Makni, Vernon Austel, Cristina Cornelio, Shajith Ikbal, Pavan Kapanipathi, Ndivhuwo Makondo, Kavitha Srinivas, Michael Witbrock, Achille Fokoue
2023 — conf
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge.
EMNLP (Findings)
Shajith Ikbal, Udit Sharma, Hima Karanam, Sumit Neelam, Ronny Luss, Dheeraj Sreedhar, Pavan Kapanipathi, Naweed Khan, Kyle Erwin, Ndivhuwo Makondo, Ibrahim Abdelaziz, Achille Fokoue, Alexander Gray, Maxwell Crouse, Subhajit Chaudhury, Chitra Subramanian
2022 J jnl
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases.
CoRR
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam
2022 — conf
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases.
EMNLP (Findings)
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam
2022 J jnl
Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases.
CoRR
Nithish Kannen, Udit Sharma, Sumit Neelam, Dinesh Khandelwal, Shajith Ikbal, Hima Karanam, L. Venkata Subramaniam
2021 J jnl
Learning to Guide a Saturation-Based Theorem Prover.
CoRR
Ibrahim Abdelaziz, Maxwell Crouse, Bassem Makni, Vernon Austil, Cristina Cornelio, Shajith Ikbal, Pavan Kapanipathi, Ndivhuwo Makondo, Kavitha Srinivas, Michael Witbrock, Achille Fokoue
2021 J jnl
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases.
CoRR
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam
2020 J jnl
Logical Neural Networks.
CoRR
Ryan Riegel, Alexander G. Gray, Francois P. S. Luus, Naweed Khan, Ndivhuwo Makondo, Ismail Yunus Akhalwaya, Haifeng Qian, Ronald Fagin, Francisco Barahona, Udit Sharma, Shajith Ikbal, Hima Karanam, Sumit Neelam, Ankita Likhyani, Santosh K. Srivastava
2019 A* conf
Quantum Embedding of Knowledge for Reasoning.
NeurIPS
Dinesh Garg, Shajith Ikbal, Santosh K. Srivastava, Harit Vishwakarma, Hima P. Karanam, L. Venkata Subramaniam
2015 A conf
Labeling Educational Content with Academic Learning Standards.
SDM
Danish Contractor, Kashyap Popat, Shajith Ikbal, Sumit Negi, Bikram Sengupta, Mukesh K. Mohania
2015 J jnl
On early prediction of risks in academic performance for students.
IBM J. Res. Dev.
Shajith Ikbal, Ashay Tamhane, Bikram Sengupta, Malolan Chetlur, Saurav Ghosh, James Appleton
2015 J jnl
Smarter learning content management using the Learning Content Hub.
IBM J. Res. Dev.
Danish Contractor, Sumit Negi, Kashyap Popat, Shajith Ikbal, Bhanu Prasad, S. Vedula, S. Kakaraparthy, Bikram Sengupta, V. Kumar
2014 A* conf
Predicting student risks through longitudinal analysis.
KDD
Ashay Tamhane, Shajith Ikbal, Bikram Sengupta, Mayuri Duggirala, James Appleton
2013 Misc conf
Intent focused summarization of caller-agent conversations.
ICASSP
Shajith Ikbal, Ashish Verma, Prasanta Ghosh, Kenneth Ward Church, Jeffrey Marcus
2012 J jnl
Phase AutoCorrelation (PAC) features for noise robust speech recognition.
Speech Commun.
Shajith Ikbal, Hemant Misra, Hynek Hermansky, Mathew Magimai-Doss
2012 A conf
Spoken Document Clustering Using Word Confusion Networks.
INTERSPEECH
Shajith Ikbal, Sachindra Joshi, Ashish Verma, Om D. Deshmukh
2011 A conf
Acoustic-Similarity Based Technique to Improve Concept Recognition.
INTERSPEECH
Om Deshmukh, Shajith Ikbal, Ashish Verma, Etienne Marcheret
2011 A conf
Privacy protected knowledge management in services with emphasis on quality data.
CIKM
Debapriyo Majumdar, Rose Catherine, Shajith Ikbal, Karthik Visweswariah
2010 — conf
Call transcript segmentation using word cooccurrence model.
SLT
Shajith Ikbal, Karthik Visweswariah
2010 Misc conf
Extracting Problem and Resolution Information from Online Discussion Forums.
COMAD
Preethi Raghavan, Rose Catherine, Shajith Ikbal, Nanda Kambhatla, Debapriyo Majumdar
2010 — conf
Measuring Compliance and Deviations in a Template-Based Service Contract Development Process.
IEEE SCC
Vijil Chenthamarakshan, Rafah Hosn, Shajith Ikbal, Nandakishore Kambhatla, Debapriyo Majumdar, Soumitra Sarkar
2010 — conf
Utilizing relationships between named entities to improve speech recognition in dialog systems.
SLT
Shajith Ikbal, Om D. Deshmukh, Karthik Visweswariah, Ashish Verma
2009 A* conf
Business Intelligence from Voice of Customer.
ICDE
L. Venkata Subramaniam, Tanveer A. Faruquie, Shajith Ikbal, Shantanu Godbole, Mukesh K. Mohania
2008 A conf
HMM based event detection in audio conversation.
ICME
Shajith Ikbal, Tanveer A. Faruquie
2008 A conf
Learning essential speaker sub-space using hetero-associative neural networks for speaker clustering.
INTERSPEECH
Shajith Ikbal, Karthik Visweswariah
2007 C conf
Sensei: Spoken language assessment for call center agents.
ASRU
Abhishek Chandel, Abhinav Parate, Maymon Madathingal, Himanshu Pant, Nitendra Rajput, Shajith Ikbal, Om Deshmukh, Ashish Verma
2006 A conf
Advances in lecture recognition: the ISL RT-06s evaluation system.
INTERSPEECH
Christian Fügen, Matthias Wölfel, John W. McDonough, Shajith Ikbal, Florian Kraft, Kornel Laskowski, Mari Ostendorf, Sebastian Stüker, Ken'ichi Kumatani
2006 A conf
Multi-source far-distance microphone selection and combination for automatic transcription of lectures.
INTERSPEECH
Matthias Wölfel, Christian Fügen, Shajith Ikbal, John W. McDonough
2006 — conf
The ISL RT-06S Speech-to-Text System.
MLMI
Christian Fügen, Shajith Ikbal, Florian Kraft, Ken'ichi Kumatani, Kornel Laskowski, John W. McDonough, Mari Ostendorf, Sebastian Stüker, Matthias Wölfel
2006 A conf
Tracking and beamforming for multiple simultaneous speakers with probabilistic data association filters.
INTERSPEECH
Tobias Gehrig, Ulrich Klee, John W. McDonough, Shajith Ikbal, Matthias Wölfel, Christian Fügen
2005 — conf
HMM/ANN Based Spectral Peak Location Estimation for Noise Robust Speech Recognition.
ICASSP (1)
Shajith Ikbal, Hervé Bourlard, Mathew Magimai-Doss
2005 — conf
Multi-resolution Spectral Entropy Feature for Robust ASR.
ICASSP (1)
Hemant Misra, Shajith Ikbal, Sunil Sivadas, Hervé Bourlard
2004 A conf
Entropy based combination of tandem representations for noise robust ASR.
INTERSPEECH
Shajith Ikbal, Hemant Misra, Sunil Sivadas, Hynek Hermansky, Hervé Bourlard
2004 A conf
Modeling auxiliary features in tandem systems.
INTERSPEECH
Mathew Magimai-Doss, Shajith Ikbal, Todd A. Stephenson, Hervé Bourlard
2004 — conf
Phase autocorrelation (PAC) features in entropy based multi-stream for robust speech recognition.
ICASSP (1)
Shajith Ikbal, Hemant Misra, Hervé Bourlard, Hynek Hermansky
2004 — conf
Spectral entropy based feature for robust ASR.
ICASSP (1)
Hemant Misra, Shajith Ikbal, Hervé Bourlard, Hynek Hermansky
2004 A conf
Spectro-temporal activity pattern (STAP) features for noise robust ASR.
INTERSPEECH
Shajith Ikbal, Mathew Magimai-Doss, Hemant Misra, Hervé Bourlard
2003 — conf
Phase autocorrelation (PAC) derived robust speech features.
ICASSP (2)
Shajith Ikbal, Hemant Misra, Hervé Bourlard
2003 J jnl
Robust speech recognition and feature extraction using HMM2.
Comput. Speech Lang.
Katrin Weber, Shajith Ikbal, Samy Bengio, Hervé Bourlard
2003 J jnl
Speaker-specific mapping for text-independent speaker recognition.
Speech Commun.
Hemant Misra, Shajith Ikbal, B. Yegnanarayana
2002 — conf
Speaker normalization using HMM2.
NNSP
Shajith Ikbal, Katrin Weber, Hervé Bourlard
1999 B conf
Analysis of autoassociative mapping neural networks.
IJCNN
Shajith Ikbal, Hemant Misra, B. Yegnanarayana