18 citations · 18 across the 2 of their papers we have counts for
3 papers
cs.CL2022★ 18 cited
Unsupervised Cross-Task Generalization via Retrieval Augmentation
Bill Yuchen Lin, Kangmin Tan, Chris Miller +2
Humans can perform unseen tasks by recalling relevant skills acquired previously and then generalizing them to the target tasks, even if there is no supervision at all. In this pap…
cs.CL2020
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification
Chris Miller, Soroush Vosoughi
Relation and event extraction is an important task in natural language processing. We introduce a system which uses contextualized knowledge graph completion to classify relations…
cs.CV2020
Query-Free Adversarial Transfer via Undertrained Surrogates
Chris Miller, Soroush Vosoughi
Deep neural networks are vulnerable to adversarial examples -- minor perturbations added to a model's input which cause the model to output an incorrect prediction. We introduce a…