4 citations · 5 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 4 cited
Exemplar Guided Active Learning
Jason Hartford, Kevin Leyton-Brown, Hadas Raviv +3
We consider the problem of wisely using a limited budget to label a small subset of a large unlabeled dataset. We are motivated by the NLP problem of word sense disambiguation. For…
cs.CL2020★ 1 cited
Technical Report: Auxiliary Tuning and its Application to Conditional Text Generation
Yoel Zeldes, Dan Padnos, Or Sharir +1
We introduce a simple and efficient method, called Auxiliary Tuning, for adapting a pre-trained Language Model to a novel task; we demonstrate this approach on the task of conditio…
cs.CL2019
SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, Or Dagan +6
The ability to learn from large unlabeled corpora has allowed neural language models to advance the frontier in natural language understanding. However, existing self-supervision t…