1.1k citations · 1.1k across the 3 of their papers we have counts for
3 papers
cs.CL2020★ 10 cited
Emergence of Separable Manifolds in Deep Language Representations
Jonathan Mamou, Hang Le, Miguel Del Rio +4
Deep neural networks (DNNs) have shown much empirical success in solving perceptual tasks across various cognitive modalities. While they are only loosely inspired by the biologica…
cs.CL2014★ 1.1k cited
Convolutional Neural Networks for Sentence Classification
Yoon Kim
We report on a series of experiments with convolutional neural networks (CNN) trained on top of pre-trained word vectors for sentence-level classification tasks. We show that a sim…
cs.CL2014★ 2 cited
Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification
Yoon Kim, Owen Zhang
We provide a simple but novel supervised weighting scheme for adjusting term frequency in tf-idf for sentiment analysis and text classification. We compare our method to baseline w…