1 code implementation • 31 May 2023 • Alex Foote, Neel Nanda, Esben Kran, Ioannis Konstas, Shay Cohen, Fazl Barez
Conventional methods require examination of examples with strong neuron activation and manual identification of patterns to decipher the concepts a neuron responds to.
1 code implementation • 6 Feb 2023 • Shun Shao, Yftah Ziser, Shay Cohen
We present the Assignment-Maximization Spectral Attribute removaL (AMSAL) algorithm, which erases information from neural representations when the information to be erased is implicit rather than directly being aligned to each input example.
no code implementations • WS 2020 • Esma Balkir, Daniel Gildea, Shay Cohen
Semiring parsing is an elegant framework for describing parsers by using semiring weighted logic programs.
no code implementations • 1 Jun 2009 • Shay Cohen, Noah A. Smith
We present a family of priors over probabilistic grammar weights, called the shared logistic normal distribution.
Ranked #4 on Unsupervised Dependency Parsing on Penn Treebank
Dependency Grammar Induction Unsupervised Dependency Parsing