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Metrology for AI: From Benchmarks to Instruments


Nov 05, 2019
Chris Welty, Praveen Paritosh, Lora Aroyo


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What is Fair? Exploring Pareto-Efficiency for Fairness Constrained Classifiers


Oct 30, 2019
Ananth Balashankar, Alyssa Lees, Chris Welty, Lakshminarayanan Subramanian


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A Crowdsourced Frame Disambiguation Corpus with Ambiguity


Apr 12, 2019
Anca Dumitrache, Lora Aroyo, Chris Welty

* Accepted to NAACL-HLT2019 

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Crowdsourcing Semantic Label Propagation in Relation Classification


Sep 03, 2018
Anca Dumitrache, Lora Aroyo, Chris Welty

* In publication at the First Workshop on Fact Extraction and Verification (FeVer) at EMNLP 2018 

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Capturing Ambiguity in Crowdsourcing Frame Disambiguation


May 01, 2018
Anca Dumitrache, Lora Aroyo, Chris Welty

* in publication at the sixth AAAI Conference on Human Computation and Crowdsourcing (HCOMP) 2018 

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False Positive and Cross-relation Signals in Distant Supervision Data


Nov 29, 2017
Anca Dumitrache, Lora Aroyo, Chris Welty

* in proceedings of the 6th Workshop on Automated Knowledge Base Construction (AKBC) at NIPS 2017 

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Crowdsourcing Ground Truth for Medical Relation Extraction


Oct 03, 2017
Anca Dumitrache, Lora Aroyo, Chris Welty

* ACM Transactions on Interactive Intelligent Systems (TIIS) Volume 8 Issue 2, July 2018 
* Accepted for publication in ACM Transactions on Interactive Intelligent Systems (TiiS) Special Issue on Human-Centered Machine Learning 

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