Praveen K. Paritosh

According to our database, Praveen K. Paritosh authored at least 32 papers between 2005 and 2023.

Collaborative distances:

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

2023

DMLR: Data-centric Machine Learning Research - Past, Present and Future.

Luis Oala, Manil Maskey, Lilith Bat-Leah, Alicia Parrish, Nezihe Merve Gürel, Tzu-Sheng Kuo, Yang Liu, Rotem Dror, Danilo Brajovic, Xiaozhe Yao, Max Bartolo, William Gaviria Rojas, Ryan Hileman, Rainier Aliment, Michael W. Mahoney, Meg Risdal, Matthew Lease, Wojciech Samek, Debojyoti Dutta, Curtis G. Northcutt, Cody Coleman, Braden Hancock, Bernard Koch, Girmaw Abebe Tadesse, Bojan Karlas, Ahmed M. Alaa, Adji Bousso Dieng, Natasha F. Noy, Vijay Janapa Reddi, James Zou, Praveen K. Paritosh, Mihaela van der Schaar, Kurt D. Bollacker, Lora Aroyo, Ce Zhang, Joaquin Vanschoren, Isabelle Guyon, Peter Mattson

CoRR, 2023

Modeling subjectivity (by Mimicking Annotator Annotation) in toxic comment identification across diverse communities.

Senjuti Dutta, Sid Mittal, Sherol Chen, Deepak Ramachandran, Ravi Rajakumar, Ian Kivlichan, Sunny Mak, Alena Butryna, Praveen K. Paritosh

CoRR, 2023

DataPerf: Benchmarks for Data-Centric AI Development.

Mark Mazumder, Colby R. Banbury, Xiaozhe Yao, Bojan Karlas, William Gaviria Rojas, Sudnya Frederick Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Will Cukierski, Juan Ciro, Lora Aroyo, Bilge Acun, Lingjiao Chen, Mehul Raje, Max Bartolo, Evan Sabri Eyuboglu, Amirata Ghorbani, Emmett D. Goodman, Addison Howard, Oana Inel, Tariq Kane, Christine R. Kirkpatrick, D. Sculley, Tzu-Sheng Kuo, Jonas W. Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen K. Paritosh, Ce Zhang, James Y. Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Data excellence for AI: why should you care?

Lora Aroyo, Matthew Lease, Praveen K. Paritosh, Mike Schaekermann

Interactions, 2022

DataPerf: Benchmarks for Data-Centric AI Development.

Mark Mazumder, Colby R. Banbury, Xiaozhe Yao, Bojan Karlas, William Gaviria Rojas, Sudnya Frederick Diamos, Greg Diamos, Lynn He, Douwe Kiela, David Jurado, David Kanter, Rafael Mosquera, Juan Ciro, Lora Aroyo, Bilge Acun, Sabri Eyuboglu, Amirata Ghorbani, Emmett D. Goodman, Tariq Kane, Christine R. Kirkpatrick, Tzu-Sheng Kuo, Jonas Mueller, Tristan Thrush, Joaquin Vanschoren, Margaret Warren, Adina Williams, Serena Yeung, Newsha Ardalani, Praveen K. Paritosh, Ce Zhang, James Zou, Carole-Jean Wu, Cody Coleman, Andrew Y. Ng, Peter Mattson, Vijay Janapa Reddi

CoRR, 2022

k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations.

Ka Wong, Praveen K. Paritosh

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Betting on Bets.

Chris Welty, Praveen K. Paritosh, Kurt D. Bollacker

AI Mag., 2021

"Everyone wants to do the model work, not the data work": Data Cascades in High-Stakes AI.

Nithya Sambasivan, Shivani Kapania, Hannah Highfill, Diana Akrong, Praveen K. Paritosh, Lora Aroyo

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability.

Ka Wong, Praveen K. Paritosh, Lora Aroyo

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

The AI Bookie - Place Your Bets: Will Machine Learning Outgrow Human Labeling?

Mike Schaekermann, Christopher Homan, Lora Aroyo, Praveen K. Paritosh, Kurt D. Bollacker, Chris Welty

AI Mag., 2020

2019

Metrology for AI: From Benchmarks to Instruments.

Chris Welty, Praveen K. Paritosh, Lora Aroyo

CoRR, 2019

2018

The AI Bookie Place Your Bets: Adversarial Collaboration for Scientific Advancement.

Kurt D. Bollacker, Praveen K. Paritosh, Chris Welty

AI Mag., 2018

The Missing Science of Knowledge Curation: Improving Incentives for Large-scale Knowledge Curation.

Praveen K. Paritosh

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

What if the Primary Goal of the Web was to Foster Curiosity?

Praveen K. Paritosh

Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

2017

Characterizing Online Communities Using Coarse Discourse Structures.

Amy X. Zhang, Bryan Culbertson, Praveen K. Paritosh

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

2016

Crowdsourcing Human Annotation on Web Page Structure: Infrastructure Design and Behavior-Based Quality Control.

Shuguang Han, Peng Dai, Praveen K. Paritosh, David Huynh

ACM Trans. Intell. Syst. Technol., 2016

Toward a Comprehension Challenge, Using Crowdsourcing as a Tool.

Praveen K. Paritosh, Gary Marcus

AI Mag., 2016

Learning Paraphrase Identification with Structural Alignment.

Chen Liang, Praveen K. Paritosh, Vinodh Rajendran, Kenneth D. Forbus

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Connecting Online Work and Online Education at Scale.

Markus Krause, Margeret Hall, Joseph Jay Williams, Praveen K. Paritosh, John Prip, Simon Caton

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Web Question Answering: Beyond Factoids: SIGIR 2015 Workshop.

Eugene Agichtein, David Carmel, Charles L. A. Clarke, Praveen K. Paritosh, Dan Pelleg, Idan Szpektor

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Connecting Collaborative & Crowd Work with Online Education.

Joseph Jay Williams, Markus Krause, Praveen K. Paritosh, Jacob Whitehill, Justin Reich, Juho Kim, Piotr Mitros, Neil T. Heffernan, Brian C. Keegan

Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

And Now for Something Completely Different: Improving Crowdsourcing Workflows with Micro-Diversions.

Peng Dai, Jeffrey M. Rzeszotarski, Praveen K. Paritosh, Ed H. Chi

Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

Scaling Semantic Frame Annotation.

Nancy Chang, Praveen K. Paritosh, David Huynh, Collin Baker

Proceedings of The 9th Linguistic Annotation Workshop, 2015

2014

Workshops Held at the First AAAI Conference on Human Computation and Crowdsourcing: A Report.

Tatiana Josephy, Matt Lease, Praveen K. Paritosh, Markus Krause, Mihai Georgescu, Michael Tjalve, Daniela Braga

AI Mag., 2014

2013

Inserting Micro-Breaks into Crowdsourcing Workflows.

Jeffrey M. Rzeszotarski, Ed H. Chi, Praveen K. Paritosh, Peng Dai

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

2012

Human Computation Must Be Reproducible.

Praveen K. Paritosh

Proceedings of the First International Workshop on Crowdsourcing Web Search, 2012

2011

The computer is the new sewing machine: benefits and perils of crowdsourcing.

Praveen K. Paritosh, Panos Ipeirotis, Matt Cooper, Siddharth Suri

Proceedings of the 20th International Conference on World Wide Web, 2011

Managing crowdsourced human computation: a tutorial.

Panagiotis G. Ipeirotis, Praveen K. Paritosh

Proceedings of the 20th International Conference on World Wide Web, 2011

2010

A framework for on-line trend extraction and fault diagnosis.

Mano Ram Maurya, Praveen K. Paritosh, Raghunathan Rengaswamy, Venkat Venkatasubramanian

Eng. Appl. Artif. Intell., 2010

The anatomy of a large-scale human computation engine.

Shailesh Kochhar, Stefano Mazzocchi, Praveen K. Paritosh

Proceedings of the ACM SIGKDD Workshop on Human Computation, 2010

2008

Freebase: a collaboratively created graph database for structuring human knowledge.

Kurt D. Bollacker, Colin Evans, Praveen K. Paritosh, Tim Sturge, Jamie Taylor

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

2005

Analysis of Strategic Knowledge in Back of the Envelope Reasoning.

Praveen K. Paritosh, Kenneth D. Forbus

Proceedings of the Proceedings, 2005