Konstantin Lopyrev

Generating News Headlines with Recurrent Neural Networks

2015 · arXiv (Cornell University)

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. We find that the model is quite effective at concisely paraphrasing …

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

2016 · arXiv (Cornell University)

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 …