1.1k citations · 2.8k across the 21 of their papers we have counts for
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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…
cs.CL2014★ 34 cited
Temporal Analysis of Language through Neural Language Models
Yoon Kim, Yi-I Chiu, Kentaro Hanaki +2
We provide a method for automatically detecting change in language across time through a chronologically trained neural language model. We train the model on the Google Books Ngram…