Anjana Arunkumar

According to our database, Anjana Arunkumar authored at least 20 papers between 2020 and 2025.

Collaborative distances:

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

2025

Mind Drifts, Data Shifts: Utilizing Mind Wandering to Track the Evolution of User Experience with Data Visualizations.

Anjana Arunkumar, Lace M. K. Padilla, Chris Bryan

IEEE Trans. Vis. Comput. Graph., January, 2025

2024

Image or Information? Examining the Nature and Impact of Visualization Perceptual Classification.

Anjana Arunkumar, Lace M. K. Padilla, Gi-Yeul Bae, Chris Bryan

IEEE Trans. Vis. Comput. Graph., January, 2024

2023

PMU Tracker: A Visualization Platform for Epicentric Event Propagation Analysis in the Power Grid.

Anjana Arunkumar, Andrea Pinceti, Lalitha Sankar, Chris Bryan

IEEE Trans. Vis. Comput. Graph., 2023

LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity.

Anjana Arunkumar, Shubham Sharma, Rakhi Agrawal, Sriram Chandrasekaran, Chris Bryan

CoRR, 2023

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models.

Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan

CoRR, 2023

Measuring and Comparing Collaborative Visualization Behaviors in Desktop and Augmented Reality Environments.

Michael Kintscher, Jinbin Huang, Anjana Arunkumar, Ashish Amresh, Chris Bryan

Proceedings of the 29th ACM Symposium on Virtual Reality Software and Technology, 2023

Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow.

Anjana Arunkumar, Swaroop Mishra, Bhavdeep Singh Sachdeva, Chitta Baral, Chris Bryan

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Hardness of Samples Need to be Quantified for a Reliable Evaluation System: Exploring Potential Opportunities with a New Task.

Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral

CoRR, 2022

A Survey of Parameters Associated with the Quality of Benchmarks in NLP.

Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral

CoRR, 2022

Investigating the Failure Modes of the AUC metric and Exploring Alternatives for Evaluating Systems in Safety Critical Applications.

Swaroop Mishra, Anjana Arunkumar, Chitta Baral

CoRR, 2022

Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Anjana Arunkumar, Arjun Ashok, Arut Selvan Dhanasekaran, Atharva Naik, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Maitreya Patel, Kuntal Kumar Pal, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Shailaja Keyur Sampat, Savan Doshi, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Hannaneh Hajishirzi, Noah A. Smith, Daniel Khashabi

CoRR, 2022

A Proposal to Study "Is High Quality Data All We Need?".

Swaroop Mishra, Anjana Arunkumar

CoRR, 2022

PMUVis : A Large-Scale Platform to Assist Power System Operators in a Smart Grid.

Anjana Arunkumar, Nitin Gupta, Andrea Pinceti, Lalitha Sankar, Chris Bryan

IEEE Computer Graphics and Applications, 2022

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks.

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi, Yeganeh Kordi, Amirreza Mirzaei, Atharva Naik, Arjun Ashok, Arut Selvan Dhanasekaran, Anjana Arunkumar, David Stap, Eshaan Pathak, Giannis Karamanolakis, Haizhi Gary Lai, Ishan Purohit, Ishani Mondal, Jacob Anderson, Kirby Kuznia, Krima Doshi, Kuntal Kumar Pal, Maitreya Patel, Mehrad Moradshahi, Mihir Parmar, Mirali Purohit, Neeraj Varshney, Phani Rohitha Kaza, Pulkit Verma, Ravsehaj Singh Puri, Rushang Karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Front Contribution instead of Back Propagation.

Swaroop Mishra, Anjana Arunkumar

CoRR, 2021

Bayesian Modelling of Alluvial Diagram Complexity.

Anjana Arunkumar, Shashank Ginjpalli, Chris Bryan

Proceedings of the 2021 IEEE Visualization Conference, 2021

How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation.

Swaroop Mishra, Anjana Arunkumar

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

DQI: A Guide to Benchmark Evaluation.

Swaroop Mishra, Anjana Arunkumar, Bhavdeep Singh Sachdeva, Chris Bryan, Chitta Baral

CoRR, 2020

Our Evaluation Metric Needs an Update to Encourage Generalization.

Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral

CoRR, 2020

DQI: Measuring Data Quality in NLP.

Swaroop Mishra, Anjana Arunkumar, Bhavdeep Singh Sachdeva, Chris Bryan, Chitta Baral

CoRR, 2020