25.8k citations · 55.9k across the 29 of their papers we have counts for
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Evolving Structures in Complex Systems
Hugo Cisneros, Josef Sivic, Tomas Mikolov
In this paper we propose an approach for measuring growth of complexity of emerging patterns in complex systems such as cellular automata. We discuss several ways how a metric for…
Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment
Piotr Bojanowski, Onur Celebi, Tomas Mikolov +2
In this paper, we focus on the problem of adapting word vector-based models to new textual data. Given a model pre-trained on large reference data, how can we adapt it to a smaller…
Place Deduplication with Embeddings
Carl Yang, Do Huy Hoang, Tomas Mikolov +1
Thanks to the advancing mobile location services, people nowadays can post about places to share visiting experience on-the-go. A large place graph not only helps users explore int…