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11/29/2022
Which Shortcut Solution Do Question Answering Models Prefer to Learn?
Question answering (QA) models for reading comprehension tend to learn s...
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11/29/2022
Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering
Question answering (QA) models are shown to be insensitive to large pert...
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10/26/2022
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering
Extractive question answering (QA) models tend to exploit spurious corre...
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10/13/2021
Improving the Robustness to Variations of Objects and Instructions with a Neuro-Symbolic Approach for Interactive Instruction Following
An interactive instruction following task has been proposed as a benchma...
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09/23/2021
Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap
Question answering (QA) models for reading comprehension have been demon...
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04/07/2020
Variational Question-Answer Pair Generation for Machine Reading Comprehension
We present a deep generative model of question-answer (QA) pairs for mac...
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01/08/2019