SQuAD: 100,000+ Questions for Machine Comprehension of Text

19 code implementations • EMNLP 2016 • Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, Percy Liang

We present the Stanford Question Answering Dataset (SQuAD), a new reading comprehension dataset consisting of 100, 000+ questions posed by crowdworkers on a set of Wikipedia articles, where the answer to each question is a segment of text from the corresponding reading passage.

Question Answering Reading Comprehension +1

Generating News Headlines with Recurrent Neural Networks

5 code implementations • 5 Dec 2015 • Konstantin Lopyrev

We describe an application of an encoder-decoder recurrent neural network with LSTM units and attention to generating headlines from the text of news articles.