all AI news
Neuron-level Interpretation of Deep NLP Models: A Survey. (arXiv:2108.13138v2 [cs.CL] UPDATED)
Aug. 17, 2022, 1:11 a.m. | Hassan Sajjad, Nadir Durrani, Fahim Dalvi
cs.CL updates on arXiv.org arxiv.org
The proliferation of deep neural networks in various domains has seen an
increased need for interpretability of these models. Preliminary work done
along this line and papers that surveyed such, are focused on high-level
representation analysis. However, a recent branch of work has concentrated on
interpretability at a more granular level of analyzing neurons within these
models. In this paper, we survey the work done on neuron analysis including: i)
methods to discover and understand neurons in a network, ii) …
More from arxiv.org / cs.CL updates on arXiv.org
Jobs in AI, ML, Big Data
Data Architect
@ University of Texas at Austin | Austin, TX
Data ETL Engineer
@ University of Texas at Austin | Austin, TX
Lead GNSS Data Scientist
@ Lurra Systems | Melbourne
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
Senior Business Intelligence Developer / Analyst
@ Transamerica | Work From Home, USA
Data Analyst (All Levels)
@ Noblis | Bethesda, MD, United States