Exploring Question-Specific Rewards for Generating Deep Questions

COLING, pp. 2534-2546, 2020.

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Abstract:

Recent question generation (QG) approaches often utilize the sequence-to-sequence framework (Seq2Seq) to optimize the log-likelihood of ground-truth questions using teacher forcing. However, this training objective is inconsistent with actual question quality, which is often reflected by certain global properties such as whether the que...More

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