Evaluating Rewards for Question Generation Models

Recent approaches to question generation have used modifications to a Seq2Seq architecture inspired by advances in machine translation. Models are trained using teacher forcing to optimise only the one-step-ahead prediction... (read more)

PDF Abstract NAACL 2019 PDF NAACL 2019 Abstract

Datasets


Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Question Generation SQuAD1.1 RNN +attn +copy BLEU-4 13.5 # 8

Methods used in the Paper


METHOD TYPE
Sigmoid Activation
Activation Functions
Tanh Activation
Activation Functions
LSTM
Recurrent Neural Networks
Seq2Seq
Sequence To Sequence Models