8.8k citations · 10.6k across the 35 of their papers we have counts for
4 papers · 1 filter
Visualizing Linguistic Shift
Salman Mahmood, Rami Al-Rfou, Klaus Mueller
Neural network based models are a very powerful tool for creating word embeddings, the objective of these models is to group similar words together. These embeddings have been used…
A Growing Long-term Episodic & Semantic Memory
Marc Pickett, Rami Al-Rfou, Louis Shao +1
The long-term memory of most connectionist systems lies entirely in the weights of the system. Since the number of weights is typically fixed, this bounds the total amount of knowl…
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking
Rami Al-Rfou, Marc Pickett, Javier Snaider +3
We investigate the task of modeling open-domain, multi-turn, unstructured, multi-participant, conversational dialogue. We specifically study the effect of incorporating different e…
Theano: A Python framework for fast computation of mathematical expressions
The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110
Theano is a Python library that allows to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Since its introduction, it has bee…