Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals

29 May 2024

Papers citing "Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals"

9 / 9 papers shown

Title
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 66 7 0 09 May 2024
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals Y. Gat Nitay Calderon Amir Feder Alexander Chapanin Amit Sharma Roi Reichart 64 30 0 01 Oct 2023
On the application of Large Language Models for language teaching and assessment technology Andrew Caines Luca Benedetto Shiva Taslimipoor Christopher Davis Yuan Gao ... Marek Rei H. Yannakoudakis Andrew Mullooly D. Nicholls P. Buttery ELM 39 43 0 17 Jul 2023
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 122 115 0 22 Sep 2022
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 74 246 0 01 Jan 2021
Language models and Automated Essay Scoring Pedro Uría Rodríguez Amir Jafari C. Ormerod 32 84 0 18 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 382 24,160 0 26 Jul 2019
Counterfactual Fairness in Text Classification through Robustness Sahaj Garg Vincent Perot Nicole Limtiaco Ankur Taly Ed H. Chi Alex Beutel 52 258 0 27 Sep 2018
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 85 5,920 0 04 Mar 2017