peikuo

NewsQA: A Machine Comprehension Dataset

Introduction

• The paper presents NewsQA, a machine comprehension dataset of 119,633 natural language questions obtained from 12,744 CNN articles.
• Link to the paper

Issues With Existing Datasets

• Too small - eg MCTest

peikuo

def get_shape(tensor):
  static_shape = tensor.get_shape().as_list()
  dynamic_shape = tf.unstack(tf.shape(tensor))
  dims = [s[1] if s[0] is None else s[0]
          for s in zip(static_shape, dynamic_shape)]  
  return dims