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Re:A new model and dataset for long-range memory by gwern on Tuesday February 11, 2020 @01:49PM (#22301323)
Yeah. I didn't mention Transformer-XL because I'm not sure how much of a long-range dependency it actually learns to handle. The only papers I've seen on recurrency indicate that they tend to learn very short-range dependencies, while something like Reformer with direct access to thousands of timesteps seems more likely to actually be making use of them.

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