Evaluation Toolkit For Robustness Testing Of Automatic Essay Scoring Systems

Author:

Kabra Anubha1,Bhatia Mehar2,Singla Yaman Kumar3,Jessy Li Junyi4,Ratn Shah Rajiv5

Affiliation:

1. Adobe, IN

2. IIIT-Delhi, IN

3. Adobe Media Data Science Research, India and IIIT-Delhi; State University of New York at Buffalo, USA

4. University of Texas at Austin, United States of America, US

5. IIIT Delhi, IN

Funder

Center for Design and New Media, Indraprastha Institute of Information Technology

Infosys Centre for Artificial Intelligence, Indraprastha institute of Information Technology

Publisher

ACM

Reference60 articles.

1. ASAP-AES. 2012. The Hewlett Foundation: Automated Essay Scoring Develop an automated scoring algorithm for student-written essays.https://www.kaggle.com/c/asap-aes/. ASAP-AES. 2012. The Hewlett Foundation: Automated Essay Scoring Develop an automated scoring algorithm for student-written essays.https://www.kaggle.com/c/asap-aes/.

2. Yigal Attali and Jill Burstein . 2004. Automated essay scoring with e-rater® v. 2.0. ETS Research Report Series 2004, 2 ( 2004 ), i–21. Yigal Attali and Jill Burstein. 2004. Automated essay scoring with e-rater® v. 2.0. ETS Research Report Series 2004, 2 (2004), i–21.

3. Modeling Local Coherence: An Entity-Based Approach

4. Isaac I Bejar Robert J Mislevy and Mo Zhang. 2017. Automated scoring with validity in mind. The wiley handbook of cognition and assessment: Frameworks Methodologies and applications(2017) 226–246. Isaac I Bejar Robert J Mislevy and Mo Zhang. 2017. Automated scoring with validity in mind. The wiley handbook of cognition and assessment: Frameworks Methodologies and applications(2017) 226–246.

5. J Bryant , C Heitz , S Sanghvi , and D Wagle . 2020. How artificial intelligence will impact K-12 teachers. Retrieved May 12(2020) , 2020 . J Bryant, C Heitz, S Sanghvi, and D Wagle. 2020. How artificial intelligence will impact K-12 teachers. Retrieved May 12(2020), 2020.

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