14 citations · 20 across the 2 of their papers we have counts for
4 papers
ELI5: Long Form Question Answering
Angela Fan, Yacine Jernite, Ethan Perez +3
We introduce the first large-scale corpus for long-form question answering, a task requiring elaborate and in-depth answers to open-ended questions. The dataset comprises 270K thre…
Tagged Back-Translation
Isaac Caswell, Ciprian Chelba, David Grangier
Recent work in Neural Machine Translation (NMT) has shown significant quality gains from noised-beam decoding during back-translation, a method to generate synthetic parallel data.…
Unsupervised Paraphrasing without Translation
Aurko Roy, David Grangier
Paraphrasing exemplifies the ability to abstract semantic content from surface forms. Recent work on automatic paraphrasing is dominated by methods leveraging Machine Translation (…
Interactive Semantic Featuring for Text Classification
Camille Jandot, Patrice Simard, Max Chickering +2
In text classification, dictionaries can be used to define human-comprehensible features. We propose an improvement to dictionary features called smoothed dictionary features. Thes…