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[27] Danqi Chen - Neural Reading Comprehension and Beyond

The Thesis Review

CHAPTER

The Challenges of Generalization in Large Scale Neural Sequence Models

The problem is right now we just have a model that can actually feel in the distribution of one particular dataset. And then it's very hard to understand, okay, whether this type of reasoning can generalize to another. So it's a really difficult problem. That was really like a mind blowing like a moment to me. Like I was even joking that, okay, maybe I should just go back and do another PhD.

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