Shajith Ikbal

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 17

Top Topics

Temporal Knowledge

Question Answering

Top Venues

IBM J. Res. Dev.

EMNLP (Findings)

Publications

Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, GP Bhargav, Maxwell Crouse, 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
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks. CoRR (2024)
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
An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants. CoRR (2024)
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
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge. EMNLP (Findings) (2023)
Achille Fokoue, Ibrahim Abdelaziz, Maxwell Crouse, Shajith Ikbal, Akihiro Kishimoto, Guilherme Lima, Ndivhuwo Makondo, Radu Marinescu
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations. IJCAI (2023)
Nithish Kannen, Udit Sharma, Sumit Neelam, Dinesh Khandelwal, Shajith Ikbal, Hima Karanam, L. Venkata Subramaniam
Best of Both Worlds: Towards Improving Temporal Knowledge Base Question Answering via Targeted Fact Extraction. EMNLP (2023)
Ibrahim Abdelaziz, Maxwell Crouse, Bassem Makni, Vernon Austel, Cristina Cornelio, Shajith Ikbal, Pavan Kapanipathi, Ndivhuwo Makondo, Kavitha Srinivas, Michael Witbrock, Achille Fokoue
Learning to Guide a Saturation-Based Theorem Prover. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Achille Fokoue, Ibrahim Abdelaziz, Maxwell Crouse, Shajith Ikbal, Akihiro Kishimoto, Guilherme Lima, Ndivhuwo Makondo, Radu Marinescu
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations. CoRR (2023)
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
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases. CoRR (2022)
Nithish Kannen, Udit Sharma, Sumit Neelam, Dinesh Khandelwal, Shajith Ikbal, Hima Karanam, L. Venkata Subramaniam
Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases. CoRR (2022)
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
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases. EMNLP (Findings) (2022)
Ibrahim Abdelaziz, Maxwell Crouse, Bassem Makni, Vernon Austil, Cristina Cornelio, Shajith Ikbal, Pavan Kapanipathi, Ndivhuwo Makondo, Kavitha Srinivas, Michael Witbrock, Achille Fokoue
Learning to Guide a Saturation-Based Theorem Prover. CoRR (2021)
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
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases. CoRR (2021)
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
Logical Neural Networks. CoRR (2020)
Dinesh Garg, Shajith Ikbal, Santosh K. Srivastava, Harit Vishwakarma, Hima P. Karanam, L. Venkata Subramaniam
Quantum Embedding of Knowledge for Reasoning. NeurIPS (2019)
Danish Contractor, Sumit Negi, Kashyap Popat, Shajith Ikbal, Bhanu Prasad, S. Vedula, S. Kakaraparthy, Bikram Sengupta, V. Kumar
Smarter learning content management using the Learning Content Hub. IBM J. Res. Dev. 59 (6) (2015)
Shajith Ikbal, Ashay Tamhane, Bikram Sengupta, Malolan Chetlur, Saurav Ghosh, James Appleton
On early prediction of risks in academic performance for students. IBM J. Res. Dev. 59 (6) (2015)
Danish Contractor, Kashyap Popat, Shajith Ikbal, Sumit Negi, Bikram Sengupta, Mukesh K. Mohania
Labeling Educational Content with Academic Learning Standards. SDM (2015)
Ashay Tamhane, Shajith Ikbal, Bikram Sengupta, Mayuri Duggirala, James Appleton
Predicting student risks through longitudinal analysis. KDD (2014)
Shajith Ikbal, Ashish Verma, Prasanta Ghosh, Kenneth Ward Church, Jeffrey Marcus
Intent focused summarization of caller-agent conversations. ICASSP (2013)
Shajith Ikbal, Hemant Misra, Hynek Hermansky, Mathew Magimai-Doss
Phase AutoCorrelation (PAC) features for noise robust speech recognition. Speech Commun. 54 (7) (2012)
Shajith Ikbal, Sachindra Joshi, Ashish Verma, Om D. Deshmukh
Spoken Document Clustering Using Word Confusion Networks. INTERSPEECH (2012)
Om Deshmukh, Shajith Ikbal, Ashish Verma, Etienne Marcheret
Acoustic-Similarity Based Technique to Improve Concept Recognition. INTERSPEECH (2011)
Debapriyo Majumdar, Rose Catherine, Shajith Ikbal, Karthik Visweswariah
Privacy protected knowledge management in services with emphasis on quality data. CIKM (2011)
Vijil Chenthamarakshan, Rafah Hosn, Shajith Ikbal, Nandakishore Kambhatla, Debapriyo Majumdar, Soumitra Sarkar
Measuring Compliance and Deviations in a Template-Based Service Contract Development Process. IEEE SCC (2010)
Preethi Raghavan, Rose Catherine, Shajith Ikbal, Nanda Kambhatla, Debapriyo Majumdar
Extracting Problem and Resolution Information from Online Discussion Forums. COMAD (2010)
Shajith Ikbal, Karthik Visweswariah
Call transcript segmentation using word cooccurrence model. SLT (2010)
Shajith Ikbal, Om D. Deshmukh, Karthik Visweswariah, Ashish Verma
Utilizing relationships between named entities to improve speech recognition in dialog systems. SLT (2010)
L. Venkata Subramaniam, Tanveer A. Faruquie, Shajith Ikbal, Shantanu Godbole, Mukesh K. Mohania
Business Intelligence from Voice of Customer. ICDE (2009)
Shajith Ikbal, Karthik Visweswariah
Learning essential speaker sub-space using hetero-associative neural networks for speaker clustering. INTERSPEECH (2008)
Shajith Ikbal, Tanveer A. Faruquie
HMM based event detection in audio conversation. ICME (2008)
Abhishek Chandel, Abhinav Parate, Maymon Madathingal, Himanshu Pant, Nitendra Rajput, Shajith Ikbal, Om Deshmukh, Ashish Verma
Sensei: Spoken language assessment for call center agents. ASRU (2007)
Christian Fügen, Shajith Ikbal, Florian Kraft, Ken'ichi Kumatani, Kornel Laskowski, John W. McDonough, Mari Ostendorf, Sebastian Stüker, Matthias Wölfel
The ISL RT-06S Speech-to-Text System. MLMI (2006)
Christian Fügen, Matthias Wölfel, John W. McDonough, Shajith Ikbal, Florian Kraft, Kornel Laskowski, Mari Ostendorf, Sebastian Stüker, Ken'ichi Kumatani
Advances in lecture recognition: the ISL RT-06s evaluation system. INTERSPEECH (2006)
Tobias Gehrig, Ulrich Klee, John W. McDonough, Shajith Ikbal, Matthias Wölfel, Christian Fügen
Tracking and beamforming for multiple simultaneous speakers with probabilistic data association filters. INTERSPEECH (2006)
Matthias Wölfel, Christian Fügen, Shajith Ikbal, John W. McDonough
Multi-source far-distance microphone selection and combination for automatic transcription of lectures. INTERSPEECH (2006)
Shajith Ikbal, Hervé Bourlard, Mathew Magimai-Doss
HMM/ANN Based Spectral Peak Location Estimation for Noise Robust Speech Recognition. ICASSP (1) (2005)
Hemant Misra, Shajith Ikbal, Sunil Sivadas, Hervé Bourlard
Multi-resolution Spectral Entropy Feature for Robust ASR. ICASSP (1) (2005)
Shajith Ikbal, Mathew Magimai-Doss, Hemant Misra, Hervé Bourlard
Spectro-temporal activity pattern (STAP) features for noise robust ASR. INTERSPEECH (2004)
Shajith Ikbal, Hemant Misra, Sunil Sivadas, Hynek Hermansky, Hervé Bourlard
Entropy based combination of tandem representations for noise robust ASR. INTERSPEECH (2004)
Mathew Magimai-Doss, Shajith Ikbal, Todd A. Stephenson, Hervé Bourlard
Modeling auxiliary features in tandem systems. INTERSPEECH (2004)
Shajith Ikbal, Hemant Misra, Hervé Bourlard, Hynek Hermansky
Phase autocorrelation (PAC) features in entropy based multi-stream for robust speech recognition. ICASSP (1) (2004)
Hemant Misra, Shajith Ikbal, Hervé Bourlard, Hynek Hermansky
Spectral entropy based feature for robust ASR. ICASSP (1) (2004)
Shajith Ikbal, Hemant Misra, Hervé Bourlard
Phase autocorrelation (PAC) derived robust speech features. ICASSP (2) (2003)
Hemant Misra, Shajith Ikbal, B. Yegnanarayana
Speaker-specific mapping for text-independent speaker recognition. Speech Commun. 39 (3-4) (2003)
Katrin Weber, Shajith Ikbal, Samy Bengio, Hervé Bourlard
Robust speech recognition and feature extraction using HMM2. Comput. Speech Lang. 17 (2-3) (2003)
Shajith Ikbal, Katrin Weber, Hervé Bourlard
Speaker normalization using HMM2. NNSP (2002)
Shajith Ikbal, Hemant Misra, B. Yegnanarayana
Analysis of autoassociative mapping neural networks. IJCNN (1999)