6 citations · 10 across the 5 of their papers we have counts for
4 papers · 1 filter
An Adversarial Benchmark for Fake News Detection Models
Lorenzo Jaime Yu Flores, Yiding Hao
With the proliferation of online misinformation, fake news detection has gained importance in the artificial intelligence community. In this paper, we propose an adversarial benchm…
Attribution Analysis of Grammatical Dependencies in LSTMs
Yiding Hao
LSTM language models have been shown to capture syntax-sensitive grammatical dependencies such as subject-verb agreement with a high degree of accuracy (Linzen et al., 2016, inter…
Action-Sensitive Phonological Dependencies
Yiding Hao, Dustin Bowers
This paper defines a subregular class of functions called the tier-based synchronized strictly local (TSSL) functions. These functions are similar to the the tier-based input-outpu…
Finding Syntactic Representations in Neural Stacks
William Merrill, Lenny Khazan, Noah Amsel +3
Neural network architectures have been augmented with differentiable stacks in order to introduce a bias toward learning hierarchy-sensitive regularities. It has, however, proven d…