Deep Learning-Based Coreference Resolution for Bridge Report Analytics

Author:

Chen Qiyang12,El-Gohary Nora12

Affiliation:

1. Ph.D. Student, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, Urbana, IL.

2. Associate Professor, Dept. of Civil and Environmental Engineering, Univ. of Illinois at Urbana-Champaign, Urbana, IL.

Publisher

American Society of Civil Engineers

Reference20 articles.

1. Integrated condition rating and forecasting method for bridge decks using Visual Inspection and Ground Penetrating Radar

2. ASCE. Report card for America’s infrastructure https://infrastructurereportcard.org/wp-content/uploads/2020/12/Bridges-2021.pdf.

3. Bridge Infrastructure Asset Management System: Comparative Computational Machine Learning Approach for Evaluating and Predicting Deck Deterioration Conditions

4. Toward Gender-Inclusive Coreference Resolution: An Analysis of Gender and Bias Throughout the Machine Learning Lifecycle;Cao Y. T.;CL,2021

5. Devlin J. Chang M. W. Lee K. and Toutanova K. (2019). “BERT: Pre-training of deep bidirectional transformers for language understanding.” Proc. NAACL HLT 2019-2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 1 4171–4186.

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