Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Lifland, Eli"'
Autor:
Alex, Neel, Lifland, Eli, Tunstall, Lewis, Thakur, Abhishek, Maham, Pegah, Riedel, C. Jess, Hine, Emmie, Ashurst, Carolyn, Sedille, Paul, Carlier, Alexis, Noetel, Michael, Stuhlmüller, Andreas
Large pre-trained language models have shown promise for few-shot learning, completing text-based tasks given only a few task-specific examples. Will models soon solve classification tasks that have so far been reserved for human research assistants?
Externí odkaz:
http://arxiv.org/abs/2109.14076
With the development of the Internet of Things, millions of sensors are being deployed in cities to collect real-time data. This leads to a need for checking city states against city requirements at runtime. In this paper, we develop a novel spatial-
Externí odkaz:
http://arxiv.org/abs/2104.04904
We study the behavior of several black-box search algorithms used for generating adversarial examples for natural language processing (NLP) tasks. We perform a fine-grained analysis of three elements relevant to search: search algorithm, search space
Externí odkaz:
http://arxiv.org/abs/2009.06368
While there has been substantial research using adversarial attacks to analyze NLP models, each attack is implemented in its own code repository. It remains challenging to develop NLP attacks and utilize them to improve model performance. This paper
Externí odkaz:
http://arxiv.org/abs/2005.05909
Publikováno v:
Findings of the Association for Computational Linguistics: EMNLP 2020
State-of-the-art attacks on NLP models lack a shared definition of a what constitutes a successful attack. We distill ideas from past work into a unified framework: a successful natural language adversarial example is a perturbation that fools the mo
Externí odkaz:
http://arxiv.org/abs/2004.14174
We present SaSTL -- a novel Spatial Aggregation Signal Temporal Logic -- for the efficient runtime monitoring of safety and performance requirements in smart cities. We first describe a study of over 1,000 smart city requirements, some of which can n
Externí odkaz:
http://arxiv.org/abs/1908.02366