Papers by Daniel M. Low
Higher-order Comparisons of Sentence Encoder Representations (D19-1)
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| Challenge: | a technique developed by neuroscientists compares activity patterns of different measurement modalities . a recent study examined the correspondence between popular pretrained language encoders and human processing difficulty . |
| Approach: | They employ a technique to compare activity patterns of different measurement modalities . they establish a correspondence between widely-employed pretrained language encoders and human processing difficulty . |
| Outcome: | The proposed technique can be used to compare representational geometries of neural models . it does not require large training samples and is not prone to overfitting, authors say . |