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Data Excellence for AI: Why Should You Care


Nov 19, 2021
Lora Aroyo, Matthew Lease, Praveen Paritosh, Mike Schaekermann

* ACM Interactions, 29(2) March-April, 2022 
* To appear in ACM Interactions, 29(2) March-April, 2022. 4 pages 

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Scalable Uni-directional Pareto Optimality for Multi-Task Learning with Constraints


Oct 28, 2021
Soumyajit Gupta, Gurpreet Singh, Matthew Lease


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The Case for Claim Difficulty Assessment in Automatic Fact Checking


Sep 20, 2021
Prakhar Singh, Anubrata Das, Junyi Jessy Li, Matthew Lease


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An Information Retrieval Approach to Building Datasets for Hate Speech Detection


Jun 21, 2021
Md Mustafizur Rahman, Dinesh Balakrishnan, Dhiraj Murthy, Mucahid Kutlu, Matthew Lease

* 10 pages (Under review in CIKM 2021) 

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Towards Unbiased and Accurate Deferral to Multiple Experts


Feb 25, 2021
Vijay Keswani, Matthew Lease, Krishnaram Kenthapadi


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SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing


Feb 22, 2021
Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson


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A Hybrid 2-stage Neural Optimization for Pareto Front Extraction


Feb 13, 2021
Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson


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Understanding and Predicting the Characteristics of Test Collections


Dec 24, 2020
Md Mustafizur Rahman, Mucahid Kutlu, Matthew Lease


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You Are What You Tweet: Profiling Users by Past Tweets to Improve Hate Speech Detection


Dec 16, 2020
Prateek Chaudhry, Matthew Lease


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Streaming Singular Value Decomposition for Big Data Applications


Oct 27, 2020
Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson


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Extracting Optimal Solution Manifolds using Constrained Neural Optimization


Sep 13, 2020
Gurpreet Singh, Soumyajit Gupta, Matthew Lease


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Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization


Apr 25, 2017
Ye Zhang, Matthew Lease, Byron C. Wallace

* This paper is accepted by ACL 2017 

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Active Discriminative Text Representation Learning


Dec 01, 2016
Ye Zhang, Matthew Lease, Byron C. Wallace

* This paper got accepted by AAAI 2017 

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TurKPF: TurKontrol as a Particle Filter


Apr 20, 2014
Ethan Petuchowski, Matthew Lease

* 8 pages, 6 figures, formula appendix 

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Evaluating Classifiers Without Expert Labels


Dec 05, 2012
Hyun Joon Jung, Matthew Lease


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Dating Texts without Explicit Temporal Cues


Nov 10, 2012
Abhimanu Kumar, Jason Baldridge, Matthew Lease, Joydeep Ghosh


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