8.8k citations · 10.6k across the 35 of their papers we have counts for
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cs.CL2019★ 14 cited
Bridging the Gap for Tokenizer-Free Language Models
Dokook Choe, Rami Al-Rfou, Mandy Guo +2
Purely character-based language models (LMs) have been lagging in quality on large scale datasets, and current state-of-the-art LMs rely on word tokenization. It has been assumed t…
cs.LG2019★ 58 cited
DDGK: Learning Graph Representations for Deep Divergence Graph Kernels
Rami Al-Rfou, Dustin Zelle, Bryan Perozzi
Can neural networks learn to compare graphs without feature engineering? In this paper, we show that it is possible to learn representations for graph similarity with neither domai…