Document Structure Measure for Hypernym discovery. - Aswin Kannan; Shanmukha C. Guttula; Balaji Ganesan; Hima P. Karanam; Arun Kumar 002 (CoRR, 2018)

Overview and Importance of Data Quality for Machine Learning Tasks. - Abhinav Jain 001; Hima Patel; Lokesh Nagalapatti; Nitin Gupta 005; Sameep Mehta; Shanmukha C. Guttula; Shashank Mujumdar; Shazia Afzal; Ruhi Sharma Mittal; Vitobha Munigala (KDD, 2020)

Data Quality for Machine Learning Tasks. - Nitin Gupta 005; Shashank Mujumdar; Hima Patel; Satoshi Masuda; Naveen Panwar; Sambaran Bandyopadhyay; Sameep Mehta; Shanmukha C. Guttula; Shazia Afzal; Ruhi Sharma Mittal; Vitobha Munigala (KDD, 2021)

Development of an Enterprise-Grade Contract Understanding System. - Arvind Agarwal; Laura Chiticariu; Poornima Chozhiyath Raman; Marina Danilevsky; Diman Ghazi; Ankush Gupta; Shanmukha C. Guttula; Yannis Katsis; Rajasekar Krishnamurthy; Yunyao Li 001; Shubham Mudgal; Vitobha Munigala; et al. (NAACL-HLT (Industry Papers), 2021)

Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets. - Nitin Gupta 005; Hima Patel; Shazia Afzal; Naveen Panwar; Ruhi Sharma Mittal; Shanmukha C. Guttula; Abhinav Jain 001; Lokesh Nagalapatti; Sameep Mehta; Sandeep Hans; Pranay Lohia; Aniya Aggarwal; et al. (CoRR, 2021)

Automatic Assessment of Quality of your Data for AI. - Hima Patel; Nitin Gupta 005; Naveen Panwar; Ruhi Sharma Mittal; Sameep Mehta; Shanmukha C. Guttula; Shashank Mujumdar; Shazia Afzal; Srikanta Bedathur; Vitobha Munigala (COMAD/CODS, 2022)

Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems. - Hima Patel; Shanmukha C. Guttula; Ruhi Sharma Mittal; Naresh Manwani; Laure Berti-Équille; Abhijit Manatkar (KDD, 2022)

Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems. - Nischal Ashok Kumar; Nitin Gupta 005; Shanmukha C. Guttula; Hima Patel (CoRR, 2023)

A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks. - Hima Patel; Shanmukha C. Guttula; Nitin Gupta 005; Sandeep Hans; Ruhi Sharma Mittal; Lokesh Nagalapatti (ACM J. Data Inf. Qual., 2023)

Scaling Granite Code Models to 128K Context. - Matt Stallone; Vaibhav Saxena; Leonid Karlinsky; Bridget McGinn; Tim Bula; Mayank Mishra; Adriana Meza Soria; Gaoyuan Zhang; Aditya Prasad; Yikang Shen; Saptha Surendran; Shanmukha C. Guttula; et al. (CoRR, 2024)