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Anjana Arunkumar
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Super-naturalinstructions: Generalization via declarative instructions on 1600+ nlp tasks
Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ...
arXiv preprint arXiv:2204.07705, 2022
2832022
Sujan Reddy A, Sumanta Patro, Tanay Dixit, and Xudong Shen. 2022. Super-NaturalInstructions: Generalization via declarative instructions on 1600+ NLP tasks
Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Naik, ...
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
1272022
Promptaid: Prompt exploration, perturbation, testing and iteration using visual analytics for large language models
A Mishra, U Soni, A Arunkumar, J Huang, BC Kwon, C Bryan
arXiv preprint arXiv:2304.01964, 2023
1112023
Benchmarking generalization via in-context instructions on 1,600+ language tasks
Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ...
arXiv preprint arXiv:2204.07705 2, 2022
1022022
Dqi: Measuring data quality in nlp
S Mishra, A Arunkumar, B Sachdeva, C Bryan, C Baral
arXiv preprint arXiv:2005.00816, 2020
272020
How robust are model rankings: A leaderboard customization approach for equitable evaluation
S Mishra, A Arunkumar
Proceedings of the AAAI conference on Artificial Intelligence 35 (15), 13561 …, 2021
242021
Our evaluation metric needs an update to encourage generalization
S Mishra, A Arunkumar, C Bryan, C Baral
arXiv preprint arXiv:2007.06898, 2020
202020
Real-time visual feedback for educative benchmark creation: A human-and-metric-in-the-loop workflow
A Arunkumar, S Mishra, B Sachdeva, C Baral, C Bryan
NeurIPS 2020 Workshop HAMLETS, 2020
62020
Dqi: A guide to benchmark evaluation
S Mishra, A Arunkumar, B Sachdeva, C Bryan, C Baral
arXiv preprint arXiv:2008.03964, 2020
52020
Pmu tracker: A visualization platform for epicentric event propagation analysis in the power grid
A Arunkumar, A Pinceti, L Sankar, C Bryan
IEEE Transactions on Visualization and Computer Graphics 29 (1), 1081-1090, 2022
42022
Bayesian modelling of alluvial diagram complexity
A Arunkumar, S Ginjpalli, C Bryan
2021 IEEE Visualization Conference (VIS), 51-55, 2021
42021
A proposal to study" is high quality data all we need?"
S Mishra, A Arunkumar
arXiv preprint arXiv:2203.06404, 2022
32022
LINGO: visually debiasing natural language instructions to support task diversity
A Arunkumar, S Sharma, R Agrawal, S Chandrasekaran, C Bryan
Computer Graphics Forum 42 (3), 409-421, 2023
22023
Real-time visual feedback to guide benchmark creation: A human-and-metric-in-the-loop workflow
A Arunkumar, S Mishra, B Sachdeva, C Baral, C Bryan
arXiv preprint arXiv:2302.04434, 2023
22023
A Survey of Parameters Associated with the Quality of Benchmarks in NLP
S Mishra, A Arunkumar, C Bryan, C Baral
arXiv preprint arXiv:2210.07566, 2022
22022
rushang karia, Savan Doshi, Shailaja Keyur Sampat, Siddhartha Mishra, Sujan Reddy A, Sumanta Patro, Tanay Dixit, Xudong Shen, Chitta Baral, Yejin Choi, Noah A. Smith, Hannaneh …
Y Wang
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
22022
Image or Information? Examining the Nature and Impact of Visualization Perceptual Classification
A Arunkumar, L Padilla, GY Bae, C Bryan
IEEE Transactions on Visualization and Computer Graphics, 2023
12023
Hardness of samples need to be quantified for a reliable evaluation system: Exploring potential opportunities with a new task
S Mishra, A Arunkumar, C Bryan, C Baral
arXiv preprint arXiv:2210.07631, 2022
12022
Investigating the failure modes of the auc metric and exploring alternatives for evaluating systems in safety critical applications
S Mishra, A Arunkumar, C Baral
arXiv preprint arXiv:2210.04466, 2022
12022
PMUVis: A Large-Scale Platform to Assist Power System Operators in a Smart Grid
A Arunkumar, N Gupta, A Pinceti, L Sankar, C Bryan
IEEE Computer Graphics and Applications 42 (6), 84-95, 2022
12022
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