120 citations · 469 across the 55 of their papers we have counts for
3 papers · 1 filter
Assessing the Benchmarking Capacity of Machine Reading Comprehension Datasets
Saku Sugawara, Pontus Stenetorp, Kentaro Inui +1
Existing analysis work in machine reading comprehension (MRC) is largely concerned with evaluating the capabilities of systems. However, the capabilities of datasets are not assess…
R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason
Naoya Inoue, Pontus Stenetorp, Kentaro Inui
Recent studies have revealed that reading comprehension (RC) systems learn to exploit annotation artifacts and other biases in current datasets. This prevents the community from re…
Towards Machine-assisted Meta-Studies: The Hubble Constant
Tom Crossland, Pontus Stenetorp, Sebastian Riedel +3
We present an approach for automatic extraction of measured values from the astrophysical literature, using the Hubble constant for our pilot study. Our rules-based model -- a clas…