Hima Patel

According to our database, Hima Patel authored at least 30 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ILAEDA: An Imitation Learning Based Approach for Automatic Exploratory Data Analysis.

Abhijit Manatkar, Devarsh Patel, Hima Patel, Naresh Manwani

CoRR, 2024

Data-Prep-Kit: getting your data ready for LLM application development.

David Wood, Boris Lublinsky, Alexy Roytman, Shivdeep Singh, Abdulhamid Adebayo, Revital Eres, Mohammad Nassar, Hima Patel, S. Yousaf Shah, Constantin Adam, Petros Zerfos, Nirmit Desai, Daiki Tsuzuku, Takuya Goto, Michele Dolfi, Saptha Surendran, Paramesvaran Selvam, Sungeun An, Yuan Chi Chang, Dhiraj Joshi, Hajar Emami-Gohari, Xuan-Hong Dang, Yan Koyfman, Shahrokh Daijavad

CoRR, 2024

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, Hima Patel, Parameswaran Selvam, Xuan-Hong Dang, Yan Koyfman, Atin Sood, Rogério Feris, Nirmit Desai, David D. Cox, Ruchir Puri, Rameswar Panda

CoRR, 2024

An Automatic Prompt Generation System for Tabular Data Tasks.

Ashlesha Akella, Abhijit Manatkar, Brij Chavda, Hima Patel

CoRR, 2024

Granite Code Models: A Family of Open Foundation Models for Code Intelligence.

Mayank Mishra, Matt Stallone, Gaoyuan Zhang, Yikang Shen, Aditya Prasad, Adriana Meza Soria, Michele Merler, Parameswaran Selvam, Saptha Surendran, Shivdeep Singh, Manish Sethi, Xuan-Hong Dang, Pengyuan Li, Kun-Lung Wu, Syed Zawad, Andrew Coleman, Matthew White, Mark Lewis, Raju Pavuluri, Yan Koyfman, Boris Lublinsky, Maximilien de Bayser, Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Yi Zhou, Chris Johnson, Aanchal Goyal, Hima Patel, S. Yousaf Shah, Petros Zerfos, Heiko Ludwig, Asim Munawar, Maxwell Crouse, Pavan Kapanipathi, Shweta Salaria, Bob Calio, Sophia Wen, Seetharami Seelam, Brian Belgodere, Carlos A. Fonseca, Amith Singhee, Nirmit Desai, David D. Cox, Ruchir Puri, Rameswar Panda

CoRR, 2024

xLP: Explainable Link Prediction for Master Data Management.

Balaji Ganesan, Matheen Ahmed Pasha, Srinivas Parkala, Neeraj R. Singh, Gayatri Mishra, Sumit Bhatia, Hima Patel, Somashekar Naganna, Sameep Mehta

CoRR, 2024

An Automatic Prompt Generation System for Tabular Data Tasks.

Ashlesha Akella, Abhijit Manatkar, Brijkumar Chavda, Hima Patel

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

2023

A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks.

Hima Patel, Shanmukha C. Guttula, Nitin Gupta, Sandeep Hans, Ruhi Sharma Mittal, Lokesh Nagalapatti

ACM J. Data Inf. Qual., December, 2023

Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems.

Nischal Ashok Kumar, Nitin Gupta, Shanmukha C. Guttula, Hima Patel

CoRR, 2023

Identifying Semantically Difficult Samples to Improve Text Classification.

Shashank Mujumdar, Stuti Mehta, Hima Patel, Suman K. Mitra

CoRR, 2023

Conversational GUI for Semantic Automation Layer.

Daniel Karl I. Weidele, Gaetano Rossiello, Gregory Bramble, Abel N. Valente, Sugato Bagchi, Md. Faisal Mahbub Chowdhury, Mauro Martino, Nandana Mihindukulasooriya, Haritha Ananthakrishnan, Hendrik Strobelt, Hima Patel, Alfio Massimiliano Gliozzo, Owen Cornec, Ankush Gupta, Sameep Mehta, Manish Kesarwani, Horst Samulowitz, Oktie Hassanzadeh, Arvind Agarwal, Lisa Amini

Proceedings of the ISWC 2023 Posters, 2023

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Automatic Assessment of Quality of your Data for AI.

Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2021

Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets.

Nitin Gupta, Hima Patel, Shazia Afzal, Naveen Panwar, Ruhi Sharma Mittal, Shanmukha C. Guttula, Abhinav Jain, Lokesh Nagalapatti, Sameep Mehta, Sandeep Hans, Pranay Lohia, Aniya Aggarwal, Diptikalyan Saha

CoRR, 2021

Data Readiness Report.

Shazia Afzal, Rajmohan C, Manish Kesarwani, Sameep Mehta, Hima Patel

Proceedings of the IEEE International Conference on Smart Data Services, 2021

Data Augmentation for Fairness in Personal Knowledge Base Population.

Lingraj S. Vannur, Balaji Ganesan, Lokesh Nagalapatti, Hima Patel, M. N. Tippeswamy

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

1st International Workshop on Data Assessment and Readiness for AI.

Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

Data-Debugging Through Interactive Visual Explanations.

Shazia Afzal, Arunima Chaudhary, Nitin Gupta, Hima Patel, Carolina Spina, Dakuo Wang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

2nd International Workshop on Data Quality Assessment for Machine Learning.

Hima Patel, Fuyuki Ishikawa, Laure Berti-Équille, Nitin Gupta, Sameep Mehta, Satoshi Masuda, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Yasuharu Nishi

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Data Quality for Machine Learning Tasks.

Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Explainable Link Prediction for Privacy-Preserving Contact Tracing.

Balaji Ganesan, Hima Patel, Sameep Mehta

CoRR, 2020

Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning.

Subhojeet Pramanik, Shashank Mujumdar, Hima Patel

CoRR, 2020

Link Prediction using Graph Neural Networks for Master Data Management.

Balaji Ganesan, Gayatri Mishra, Srinivas Parkala, Neeraj R. Singh, Hima Patel, Somashekar Naganna

CoRR, 2020

Data Augmentation for Personal Knowledge Graph Population.

Lingraj S. Vannur, Lokesh Nagalapatti, Balaji Ganesan, Hima Patel

CoRR, 2020

A Neural Architecture for Person Ontology population.

Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald

CoRR, 2020

Overview and Importance of Data Quality for Machine Learning Tasks.

Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Feedback-Based Keyphrase Extraction from Unstructured Text Documents.

Nishtha Madaan, Mudit Saxena, Hima Patel, Sameep Mehta

Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

2014

An SVM Based Approach for Cardiac View Planning.

Ramasubramanian Sundararajan, Hima Patel, Dattesh Shanbhag, Vivek Vaidya

CoRR, 2014

A multi-instance learning algorithm based on a stacked ensemble of lazy learners.

Ramasubramanian Sundararajan, Hima Patel, Manisha Srivastava

CoRR, 2014

Automatic Determination of Anatomical Correspondences for Multimodal Field of View Correction.

Hima Patel, Karthik S. Gurumoorthy, Sheshadri R. Thiruvenkadam

Proceedings of the Pattern Recognition - 36th German Conference, 2014