activity
20162022
most citedScientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study

13 citations · 22 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2017

Ballpark Crowdsourcing: The Wisdom of Rough Group Comparisons

Tom Hope, Dafna Shahaf

Crowdsourcing has become a popular method for collecting labeled training data. However, in many practical scenarios traditional labeling can be difficult for crowdworkers (for exa…

stat.ML2016

Ballpark Learning: Estimating Labels from Rough Group Comparisons

Tom Hope, Dafna Shahaf

We are interested in estimating individual labels given only coarse, aggregated signal over the data points. In our setting, we receive sets ("bags") of unlabeled instances with co…